id	sid	tid	token	lemma	pos
fsr-3404	1	1	the	the	DET
fsr-3404	1	2	impact	impact	NOUN
fsr-3404	1	3	of	of	ADP
fsr-3404	1	4	the	the	DET
fsr-3404	1	5	tax	tax	NOUN
fsr-3404	1	6	cut	cut	NOUN
fsr-3404	1	7	and	and	CCONJ
fsr-3404	1	8	jobs	job	NOUN
fsr-3404	1	9	act	act	VERB
fsr-3404	1	10	on	on	ADP
fsr-3404	1	11	ira	ira	PROPN
fsr-3404	1	12	choice	choice	NOUN
fsr-3404	1	13	for	for	ADP
fsr-3404	1	14	moderate	moderate	ADJ
fsr-3404	1	15	income	income	NOUN
fsr-3404	1	16	investors	investor	NOUN
fsr-3404	1	17	timothy	timothy	PROPN
fsr-3404	1	18	manuela	manuela	PROPN
fsr-3404	1	19	,	,	PUNCT
fsr-3404	1	20	*	*	PROPN
fsr-3404	1	21	,	,	PUNCT
fsr-3404	1	22	lee	lee	PROPN
fsr-3404	1	23	tangedahla	tangedahla	PROPN
fsr-3404	1	24	,	,	PUNCT
fsr-3404	1	25	kent	kent	PROPN
fsr-3404	1	26	swifta	swifta	PROPN
fsr-3404	1	27	acollege	acollege	PROPN
fsr-3404	1	28	of	of	ADP
fsr-3404	1	29	business	business	NOUN
fsr-3404	1	30	administration	administration	NOUN
fsr-3404	1	31	,	,	PUNCT
fsr-3404	1	32	university	university	PROPN
fsr-3404	1	33	of	of	ADP
fsr-3404	1	34	montana	montana	PROPN
fsr-3404	1	35	,	,	PUNCT
fsr-3404	1	36	missoula	missoula	PROPN
fsr-3404	1	37	,	,	PUNCT
fsr-3404	1	38	mt	mt	PROPN
fsr-3404	1	39	59812	59812	NUM
fsr-3404	1	40	,	,	PUNCT
fsr-3404	1	41	usa	usa	PROPN
fsr-3404	1	42	abstract	abstract	PROPN
fsr-3404	1	43	while	while	SCONJ
fsr-3404	1	44	the	the	DET
fsr-3404	1	45	choice	choice	NOUN
fsr-3404	1	46	of	of	ADP
fsr-3404	1	47	appropriate	appropriate	ADJ
fsr-3404	1	48	individual	individual	ADJ
fsr-3404	1	49	retirement	retirement	NOUN
fsr-3404	1	50	account	account	NOUN
fsr-3404	1	51	(	(	PUNCT
fsr-3404	1	52	ira	ira	PROPN
fsr-3404	1	53	)	)	PUNCT
fsr-3404	1	54	type	type	NOUN
fsr-3404	1	55	involves	involve	VERB
fsr-3404	1	56	many	many	ADJ
fsr-3404	1	57	factors	factor	NOUN
fsr-3404	1	58	,	,	PUNCT
fsr-3404	1	59	it	it	PRON
fsr-3404	1	60	is	be	AUX
fsr-3404	1	61	well	well	ADV
fsr-3404	1	62	known	know	VERB
fsr-3404	1	63	that	that	SCONJ
fsr-3404	1	64	differences	difference	NOUN
fsr-3404	1	65	in	in	ADP
fsr-3404	1	66	tax	tax	NOUN
fsr-3404	1	67	rates	rate	NOUN
fsr-3404	1	68	during	during	ADP
fsr-3404	1	69	the	the	DET
fsr-3404	1	70	working	working	NOUN
fsr-3404	1	71	and	and	CCONJ
fsr-3404	1	72	retirement	retirement	NOUN
fsr-3404	1	73	years	year	NOUN
fsr-3404	1	74	impact	impact	VERB
fsr-3404	1	75	the	the	DET
fsr-3404	1	76	optimal	optimal	ADJ
fsr-3404	1	77	choice	choice	NOUN
fsr-3404	1	78	.	.	PUNCT
fsr-3404	2	1	lower	low	ADJ
fsr-3404	2	2	rates	rate	NOUN
fsr-3404	2	3	of	of	ADP
fsr-3404	2	4	return	return	NOUN
fsr-3404	2	5	on	on	ADP
fsr-3404	2	6	investment	investment	NOUN
fsr-3404	2	7	may	may	AUX
fsr-3404	2	8	cause	cause	VERB
fsr-3404	2	9	an	an	DET
fsr-3404	2	10	investor	investor	NOUN
fsr-3404	2	11	to	to	PART
fsr-3404	2	12	prefer	prefer	VERB
fsr-3404	2	13	a	a	DET
fsr-3404	2	14	traditional	traditional	ADJ
fsr-3404	2	15	ira	ira	PROPN
fsr-3404	2	16	whereas	whereas	SCONJ
fsr-3404	2	17	higher	high	ADJ
fsr-3404	2	18	rates	rate	NOUN
fsr-3404	2	19	of	of	ADP
fsr-3404	2	20	return	return	NOUN
fsr-3404	2	21	often	often	ADV
fsr-3404	2	22	result	result	VERB
fsr-3404	2	23	in	in	ADP
fsr-3404	2	24	higher	high	ADJ
fsr-3404	2	25	after	after	ADP
fsr-3404	2	26	-	-	PUNCT
fsr-3404	2	27	tax	tax	NOUN
fsr-3404	2	28	future	future	ADJ
fsr-3404	2	29	wealth	wealth	NOUN
fsr-3404	2	30	for	for	ADP
fsr-3404	2	31	the	the	DET
fsr-3404	2	32	roth	roth	PROPN
fsr-3404	2	33	ira	ira	PROPN
fsr-3404	2	34	.	.	PUNCT
fsr-3404	3	1	the	the	DET
fsr-3404	3	2	lower	low	ADJ
fsr-3404	3	3	statutory	statutory	ADJ
fsr-3404	3	4	tax	tax	NOUN
fsr-3404	3	5	rates	rate	NOUN
fsr-3404	3	6	for	for	ADP
fsr-3404	3	7	individuals	individual	NOUN
fsr-3404	3	8	resulting	result	VERB
fsr-3404	3	9	from	from	ADP
fsr-3404	3	10	the	the	DET
fsr-3404	3	11	2018	2018	NUM
fsr-3404	3	12	tax	tax	NOUN
fsr-3404	3	13	cut	cut	NOUN
fsr-3404	3	14	and	and	CCONJ
fsr-3404	3	15	jobs	job	NOUN
fsr-3404	3	16	act	act	NOUN
fsr-3404	3	17	raises	raise	VERB
fsr-3404	3	18	the	the	DET
fsr-3404	3	19	breakeven	breakeven	ADJ
fsr-3404	3	20	rate	rate	NOUN
fsr-3404	3	21	of	of	ADP
fsr-3404	3	22	return	return	NOUN
fsr-3404	3	23	where	where	SCONJ
fsr-3404	3	24	the	the	DET
fsr-3404	3	25	roth	roth	NOUN
fsr-3404	3	26	becomes	become	VERB
fsr-3404	3	27	preferable	preferable	ADJ
fsr-3404	3	28	for	for	ADP
fsr-3404	3	29	many	many	ADJ
fsr-3404	3	30	moderate	moderate	ADJ
fsr-3404	3	31	income	income	NOUN
fsr-3404	3	32	individuals	individual	NOUN
fsr-3404	3	33	who	who	PRON
fsr-3404	3	34	invest	invest	VERB
fsr-3404	3	35	the	the	DET
fsr-3404	3	36	amount	amount	NOUN
fsr-3404	3	37	of	of	ADP
fsr-3404	3	38	the	the	DET
fsr-3404	3	39	deduction	deduction	NOUN
fsr-3404	3	40	generated	generate	VERB
fsr-3404	3	41	by	by	ADP
fsr-3404	3	42	the	the	DET
fsr-3404	3	43	traditional	traditional	ADJ
fsr-3404	3	44	ira	ira	PROPN
fsr-3404	3	45	.	.	PUNCT
fsr-3404	4	1	the	the	DET
fsr-3404	4	2	new	new	ADJ
fsr-3404	4	3	tax	tax	NOUN
fsr-3404	4	4	law	law	NOUN
fsr-3404	4	5	significantly	significantly	ADV
fsr-3404	4	6	increases	increase	VERB
fsr-3404	4	7	the	the	DET
fsr-3404	4	8	breakeven	breakeven	ADJ
fsr-3404	4	9	rates	rate	NOUN
fsr-3404	4	10	for	for	ADP
fsr-3404	4	11	investors	investor	NOUN
fsr-3404	4	12	who	who	PRON
fsr-3404	4	13	begin	begin	VERB
fsr-3404	4	14	investing	invest	VERB
fsr-3404	4	15	at	at	ADP
fsr-3404	4	16	an	an	DET
fsr-3404	4	17	older	old	ADJ
fsr-3404	4	18	age	age	NOUN
fsr-3404	4	19	.	.	PUNCT
fsr-3404	5	1	moderate	moderate	ADJ
fsr-3404	5	2	income	income	NOUN
fsr-3404	5	3	investors	investor	NOUN
fsr-3404	5	4	are	be	AUX
fsr-3404	5	5	defined	define	VERB
fsr-3404	5	6	as	as	ADP
fsr-3404	5	7	those	those	PRON
fsr-3404	5	8	who	who	PRON
fsr-3404	5	9	will	will	AUX
fsr-3404	5	10	be	be	AUX
fsr-3404	5	11	in	in	ADP
fsr-3404	5	12	the	the	DET
fsr-3404	5	13	22	22	NUM
fsr-3404	5	14	%	%	NOUN
fsr-3404	5	15	marginal	marginal	ADJ
fsr-3404	5	16	tax	tax	NOUN
fsr-3404	5	17	bracket	bracket	NOUN
fsr-3404	5	18	during	during	ADP
fsr-3404	5	19	their	their	PRON
fsr-3404	5	20	working	working	NOUN
fsr-3404	5	21	years	year	NOUN
fsr-3404	5	22	.	.	PUNCT
fsr-3404	6	1	many	many	ADJ
fsr-3404	6	2	investors	investor	NOUN
fsr-3404	6	3	do	do	AUX
fsr-3404	6	4	not	not	PART
fsr-3404	6	5	invest	invest	VERB
fsr-3404	6	6	the	the	DET
fsr-3404	6	7	tax	tax	NOUN
fsr-3404	6	8	savings	saving	NOUN
fsr-3404	6	9	generated	generate	VERB
fsr-3404	6	10	by	by	ADP
fsr-3404	6	11	a	a	DET
fsr-3404	6	12	qualifying	qualify	VERB
fsr-3404	6	13	traditional	traditional	ADJ
fsr-3404	6	14	ira	ira	PROPN
fsr-3404	6	15	.	.	PROPN
fsr-3404	7	1	for	for	ADP
fsr-3404	7	2	these	these	DET
fsr-3404	7	3	individuals	individual	NOUN
fsr-3404	7	4	a	a	DET
fsr-3404	7	5	spreadsheet	spreadsheet	NOUN
fsr-3404	7	6	model	model	NOUN
fsr-3404	7	7	is	be	AUX
fsr-3404	7	8	used	use	VERB
fsr-3404	7	9	to	to	PART
fsr-3404	7	10	compare	compare	VERB
fsr-3404	7	11	contribution	contribution	NOUN
fsr-3404	7	12	and	and	CCONJ
fsr-3404	7	13	retirement	retirement	NOUN
fsr-3404	7	14	real	real	ADJ
fsr-3404	7	15	consumption	consumption	NOUN
fsr-3404	7	16	.	.	PUNCT
fsr-3404	8	1	the	the	DET
fsr-3404	8	2	traditional	traditional	ADJ
fsr-3404	8	3	ira	ira	PROPN
fsr-3404	8	4	can	can	AUX
fsr-3404	8	5	be	be	AUX
fsr-3404	8	6	a	a	DET
fsr-3404	8	7	better	well	ADJ
fsr-3404	8	8	choice	choice	NOUN
fsr-3404	8	9	for	for	ADP
fsr-3404	8	10	many	many	ADJ
fsr-3404	8	11	moderate	moderate	ADJ
fsr-3404	8	12	income	income	NOUN
fsr-3404	8	13	individuals	individual	NOUN
fsr-3404	8	14	who	who	PRON
fsr-3404	8	15	want	want	VERB
fsr-3404	8	16	to	to	PART
fsr-3404	8	17	maximize	maximize	VERB
fsr-3404	8	18	their	their	PRON
fsr-3404	8	19	total	total	ADJ
fsr-3404	8	20	lifetime	lifetime	NOUN
fsr-3404	8	21	real	real	ADJ
fsr-3404	8	22	consumption	consumption	NOUN
fsr-3404	8	23	rather	rather	ADV
fsr-3404	8	24	than	than	ADP
fsr-3404	8	25	retirement	retirement	NOUN
fsr-3404	8	26	consumption	consumption	NOUN
fsr-3404	8	27	,	,	PUNCT
fsr-3404	8	28	and	and	CCONJ
fsr-3404	8	29	the	the	DET
fsr-3404	8	30	compression	compression	NOUN
fsr-3404	8	31	in	in	ADP
fsr-3404	8	32	tax	tax	NOUN
fsr-3404	8	33	rates	rate	NOUN
fsr-3404	8	34	of	of	ADP
fsr-3404	8	35	the	the	DET
fsr-3404	8	36	new	new	ADJ
fsr-3404	8	37	tax	tax	NOUN
fsr-3404	8	38	law	law	NOUN
fsr-3404	8	39	increases	increase	VERB
fsr-3404	8	40	the	the	DET
fsr-3404	8	41	number	number	NOUN
fsr-3404	8	42	of	of	ADP
fsr-3404	8	43	outcomes	outcome	NOUN
fsr-3404	8	44	where	where	SCONJ
fsr-3404	8	45	the	the	DET
fsr-3404	8	46	traditional	traditional	ADJ
fsr-3404	8	47	ira	ira	PROPN
fsr-3404	8	48	yields	yield	VERB
fsr-3404	8	49	higher	high	ADJ
fsr-3404	8	50	total	total	ADJ
fsr-3404	8	51	consumption	consumption	NOUN
fsr-3404	8	52	.	.	PUNCT
fsr-3404	9	1	©	©	PROPN
fsr-3404	9	2	2018	2018	NUM
fsr-3404	9	3	academy	academy	NOUN
fsr-3404	9	4	of	of	ADP
fsr-3404	9	5	financial	financial	ADJ
fsr-3404	9	6	services	service	NOUN
fsr-3404	9	7	.	.	PUNCT
fsr-3404	10	1	all	all	DET
fsr-3404	10	2	rights	right	NOUN
fsr-3404	10	3	reserved	reserve	VERB
fsr-3404	10	4	.	.	PUNCT
fsr-3404	11	1	jel	jel	PROPN
fsr-3404	11	2	classification	classification	NOUN
fsr-3404	11	3	:	:	PUNCT
fsr-3404	11	4	paper	paper	NOUN
fsr-3404	11	5	classifications	classification	NOUN
fsr-3404	11	6	;	;	PUNCT
fsr-3404	11	7	g110	g110	PROPN
fsr-3404	11	8	portfolio	portfolio	NOUN
fsr-3404	11	9	choice	choice	NOUN
fsr-3404	11	10	;	;	PUNCT
fsr-3404	11	11	investment	investment	NOUN
fsr-3404	11	12	decisions	decision	NOUN
fsr-3404	11	13	;	;	PUNCT
fsr-3404	11	14	d140	d140	PROPN
fsr-3404	11	15	household	household	NOUN
fsr-3404	11	16	saving	saving	NOUN
fsr-3404	11	17	;	;	PUNCT
fsr-3404	11	18	personal	personal	ADJ
fsr-3404	11	19	finance	finance	NOUN
fsr-3404	11	20	keywords	keyword	NOUN
fsr-3404	11	21	:	:	PUNCT
fsr-3404	11	22	financial	financial	ADJ
fsr-3404	11	23	planning	planning	NOUN
fsr-3404	11	24	;	;	PUNCT
fsr-3404	11	25	retirement	retirement	NOUN
fsr-3404	11	26	account	account	NOUN
fsr-3404	11	27	;	;	PUNCT
fsr-3404	11	28	personal	personal	ADJ
fsr-3404	11	29	finance	finance	NOUN
fsr-3404	11	30	;	;	PUNCT
fsr-3404	11	31	personal	personal	ADJ
fsr-3404	11	32	savings	saving	NOUN
fsr-3404	11	33	*	*	PUNCT
fsr-3404	11	34	corresponding	correspond	VERB
fsr-3404	11	35	author	author	NOUN
fsr-3404	11	36	.	.	PUNCT
fsr-3404	12	1	tel	tel	PROPN
fsr-3404	12	2	.	.	PUNCT
fsr-3404	12	3	:	:	PUNCT
fsr-3404	13	1	�	�	PROPN
fsr-3404	13	2	1	1	NUM
fsr-3404	13	3	-	-	NUM
fsr-3404	13	4	406	406	NUM
fsr-3404	13	5	-	-	PUNCT
fsr-3404	13	6	243	243	NUM
fsr-3404	13	7	-	-	PUNCT
fsr-3404	13	8	2511	2511	NUM
fsr-3404	13	9	;	;	PUNCT
fsr-3404	13	10	fax	fax	NOUN
fsr-3404	13	11	:	:	PUNCT
fsr-3404	13	12	�	�	PROPN
fsr-3404	13	13	1	1	NUM
fsr-3404	13	14	-	-	NUM
fsr-3404	13	15	406	406	NUM
fsr-3404	13	16	-	-	PUNCT
fsr-3404	13	17	243	243	NUM
fsr-3404	13	18	-	-	PUNCT
fsr-3404	13	19	6925	6925	NUM
fsr-3404	13	20	.	.	PUNCT
fsr-3404	14	1	e	e	X
fsr-3404	14	2	-	-	NOUN
fsr-3404	14	3	mail	mail	NOUN
fsr-3404	14	4	address	address	NOUN
fsr-3404	14	5	:	:	PUNCT
fsr-3404	14	6	tim.manuel@business.umt.edu	tim.manuel@business.umt.edu	NUM
fsr-3404	14	7	(	(	PUNCT
fsr-3404	14	8	t.	t.	NOUN
fsr-3404	14	9	manuel	manuel	PROPN
fsr-3404	14	10	)	)	PUNCT
fsr-3404	14	11	financial	financial	ADJ
fsr-3404	14	12	services	service	NOUN
fsr-3404	14	13	review	review	VERB
fsr-3404	14	14	27	27	NUM
fsr-3404	14	15	(	(	PUNCT
fsr-3404	14	16	2018	2018	NUM
fsr-3404	14	17	)	)	PUNCT
fsr-3404	14	18	345	345	NUM
fsr-3404	14	19	-	-	SYM
fsr-3404	14	20	365	365	NUM
fsr-3404	14	21	1057	1057	NUM
fsr-3404	14	22	-	-	SYM
fsr-3404	14	23	0810/18/$	0810/18/$	NUM
fsr-3404	14	24	–	–	PUNCT
fsr-3404	14	25	see	see	VERB
fsr-3404	14	26	front	front	ADJ
fsr-3404	14	27	matter	matter	NOUN
fsr-3404	14	28	©	©	PROPN
fsr-3404	14	29	2018	2018	NUM
fsr-3404	14	30	academy	academy	NOUN
fsr-3404	14	31	of	of	ADP
fsr-3404	14	32	financial	financial	ADJ
fsr-3404	14	33	services	service	NOUN
fsr-3404	14	34	.	.	PUNCT
fsr-3404	15	1	all	all	DET
fsr-3404	15	2	rights	right	NOUN
fsr-3404	15	3	reserved	reserve	VERB
fsr-3404	15	4	.	.	PUNCT
fsr-3404	16	1	1	1	X
fsr-3404	16	2	.	.	X
fsr-3404	16	3	introduction	introduction	NOUN
fsr-3404	16	4	contributions	contribution	NOUN
fsr-3404	16	5	to	to	ADP
fsr-3404	16	6	roth	roth	PROPN
fsr-3404	16	7	individual	individual	ADJ
fsr-3404	16	8	retirement	retirement	NOUN
fsr-3404	16	9	accounts	account	NOUN
fsr-3404	16	10	(	(	PUNCT
fsr-3404	16	11	iras	ira	NOUN
fsr-3404	16	12	)	)	PUNCT
fsr-3404	16	13	are	be	AUX
fsr-3404	16	14	not	not	PART
fsr-3404	16	15	tax	tax	NOUN
fsr-3404	16	16	deductible	deductible	ADJ
fsr-3404	16	17	,	,	PUNCT
fsr-3404	16	18	while	while	SCONJ
fsr-3404	16	19	for	for	ADP
fsr-3404	16	20	many	many	ADJ
fsr-3404	16	21	moderate	moderate	ADJ
fsr-3404	16	22	income	income	NOUN
fsr-3404	16	23	investors	investor	NOUN
fsr-3404	16	24	contributions	contribution	NOUN
fsr-3404	16	25	to	to	ADP
fsr-3404	16	26	a	a	DET
fsr-3404	16	27	traditional	traditional	ADJ
fsr-3404	16	28	ira	ira	PROPN
fsr-3404	16	29	are	be	AUX
fsr-3404	16	30	deductible	deductible	ADJ
fsr-3404	16	31	.	.	PUNCT
fsr-3404	17	1	subject	subject	ADJ
fsr-3404	17	2	to	to	ADP
fsr-3404	17	3	certain	certain	ADJ
fsr-3404	17	4	rules	rule	NOUN
fsr-3404	17	5	the	the	DET
fsr-3404	17	6	withdrawals	withdrawal	NOUN
fsr-3404	17	7	from	from	ADP
fsr-3404	17	8	a	a	DET
fsr-3404	17	9	roth	roth	PROPN
fsr-3404	17	10	ira	ira	PROPN
fsr-3404	17	11	are	be	AUX
fsr-3404	17	12	not	not	PART
fsr-3404	17	13	taxed	tax	VERB
fsr-3404	17	14	,	,	PUNCT
fsr-3404	17	15	whereas	whereas	SCONJ
fsr-3404	17	16	traditional	traditional	ADJ
fsr-3404	17	17	ira	ira	PROPN
fsr-3404	17	18	withdrawals	withdrawal	NOUN
fsr-3404	17	19	are	be	AUX
fsr-3404	17	20	taxable	taxable	ADJ
fsr-3404	17	21	.	.	PUNCT
fsr-3404	18	1	the	the	DET
fsr-3404	18	2	new	new	ADJ
fsr-3404	18	3	tax	tax	NOUN
fsr-3404	18	4	cut	cut	NOUN
fsr-3404	18	5	and	and	CCONJ
fsr-3404	18	6	jobs	job	NOUN
fsr-3404	18	7	act	act	NOUN
fsr-3404	18	8	(	(	PUNCT
fsr-3404	18	9	tcja	tcja	NOUN
fsr-3404	18	10	)	)	PUNCT
fsr-3404	18	11	generally	generally	ADV
fsr-3404	18	12	increases	increase	VERB
fsr-3404	18	13	the	the	DET
fsr-3404	18	14	number	number	NOUN
fsr-3404	18	15	of	of	ADP
fsr-3404	18	16	moderate	moderate	ADJ
fsr-3404	18	17	income	income	NOUN
fsr-3404	18	18	individuals	individual	NOUN
fsr-3404	18	19	who	who	PRON
fsr-3404	18	20	may	may	AUX
fsr-3404	18	21	prefer	prefer	VERB
fsr-3404	18	22	the	the	DET
fsr-3404	18	23	traditional	traditional	ADJ
fsr-3404	18	24	over	over	ADP
fsr-3404	18	25	the	the	DET
fsr-3404	18	26	roth	roth	PROPN
fsr-3404	18	27	ira	ira	PROPN
fsr-3404	18	28	.	.	PROPN
fsr-3404	18	29	moderate	moderate	ADJ
fsr-3404	18	30	income	income	NOUN
fsr-3404	18	31	investors	investor	NOUN
fsr-3404	18	32	are	be	AUX
fsr-3404	18	33	defined	define	VERB
fsr-3404	18	34	as	as	ADP
fsr-3404	18	35	those	those	PRON
fsr-3404	18	36	who	who	PRON
fsr-3404	18	37	will	will	AUX
fsr-3404	18	38	be	be	AUX
fsr-3404	18	39	in	in	ADP
fsr-3404	18	40	the	the	DET
fsr-3404	18	41	22	22	NUM
fsr-3404	18	42	%	%	NOUN
fsr-3404	18	43	marginal	marginal	ADJ
fsr-3404	18	44	tax	tax	NOUN
fsr-3404	18	45	bracket	bracket	NOUN
fsr-3404	18	46	during	during	ADP
fsr-3404	18	47	their	their	PRON
fsr-3404	18	48	working	work	VERB
fsr-3404	18	49	years.1	years.1	NOUN
fsr-3404	18	50	when	when	SCONJ
fsr-3404	18	51	determining	determine	VERB
fsr-3404	18	52	whether	whether	SCONJ
fsr-3404	18	53	to	to	PART
fsr-3404	18	54	choose	choose	VERB
fsr-3404	18	55	a	a	DET
fsr-3404	18	56	traditional	traditional	ADJ
fsr-3404	18	57	ira	ira	PROPN
fsr-3404	18	58	or	or	CCONJ
fsr-3404	18	59	a	a	DET
fsr-3404	18	60	roth	roth	NOUN
fsr-3404	18	61	ira	ira	PROPN
fsr-3404	18	62	conventional	conventional	ADJ
fsr-3404	18	63	wisdom	wisdom	NOUN
fsr-3404	18	64	indicates	indicate	VERB
fsr-3404	18	65	one	one	PRON
fsr-3404	18	66	should	should	AUX
fsr-3404	18	67	consider	consider	VERB
fsr-3404	18	68	the	the	DET
fsr-3404	18	69	individual	individual	NOUN
fsr-3404	18	70	’s	’s	PART
fsr-3404	18	71	tax	tax	NOUN
fsr-3404	18	72	rate	rate	NOUN
fsr-3404	18	73	today	today	NOUN
fsr-3404	18	74	versus	versus	ADP
fsr-3404	18	75	their	their	PRON
fsr-3404	18	76	expected	expect	VERB
fsr-3404	18	77	future	future	ADJ
fsr-3404	18	78	tax	tax	NOUN
fsr-3404	18	79	rate	rate	NOUN
fsr-3404	18	80	(	(	PUNCT
fsr-3404	18	81	vanzante	vanzante	NOUN
fsr-3404	18	82	and	and	CCONJ
fsr-3404	18	83	fritzsch	fritzsch	PROPN
fsr-3404	18	84	,	,	PUNCT
fsr-3404	18	85	2013	2013	NUM
fsr-3404	18	86	)	)	PUNCT
fsr-3404	18	87	.	.	PUNCT
fsr-3404	19	1	if	if	SCONJ
fsr-3404	19	2	a	a	DET
fsr-3404	19	3	person	person	NOUN
fsr-3404	19	4	believes	believe	VERB
fsr-3404	19	5	the	the	DET
fsr-3404	19	6	future	future	ADJ
fsr-3404	19	7	tax	tax	NOUN
fsr-3404	19	8	brackets	bracket	NOUN
fsr-3404	19	9	and	and	CCONJ
fsr-3404	19	10	tax	tax	NOUN
fsr-3404	19	11	rates	rate	NOUN
fsr-3404	19	12	will	will	AUX
fsr-3404	19	13	be	be	AUX
fsr-3404	19	14	lower	low	ADJ
fsr-3404	19	15	,	,	PUNCT
fsr-3404	19	16	or	or	CCONJ
fsr-3404	19	17	if	if	SCONJ
fsr-3404	19	18	they	they	PRON
fsr-3404	19	19	will	will	AUX
fsr-3404	19	20	have	have	VERB
fsr-3404	19	21	lower	low	ADJ
fsr-3404	19	22	income	income	NOUN
fsr-3404	19	23	in	in	ADP
fsr-3404	19	24	retirement	retirement	NOUN
fsr-3404	19	25	,	,	PUNCT
fsr-3404	19	26	then	then	ADV
fsr-3404	19	27	a	a	DET
fsr-3404	19	28	traditional	traditional	ADJ
fsr-3404	19	29	ira	ira	PROPN
fsr-3404	19	30	may	may	AUX
fsr-3404	19	31	be	be	AUX
fsr-3404	19	32	the	the	DET
fsr-3404	19	33	best	good	ADJ
fsr-3404	19	34	choice	choice	NOUN
fsr-3404	19	35	(	(	PUNCT
fsr-3404	19	36	grossman	grossman	NOUN
fsr-3404	19	37	and	and	CCONJ
fsr-3404	19	38	rose	rise	VERB
fsr-3404	19	39	,	,	PUNCT
fsr-3404	19	40	2012	2012	NUM
fsr-3404	19	41	)	)	PUNCT
fsr-3404	19	42	.	.	PUNCT
fsr-3404	20	1	in	in	ADP
fsr-3404	20	2	comparison	comparison	NOUN
fsr-3404	20	3	,	,	PUNCT
fsr-3404	20	4	higher	high	ADJ
fsr-3404	20	5	rates	rate	NOUN
fsr-3404	20	6	of	of	ADP
fsr-3404	20	7	return	return	NOUN
fsr-3404	20	8	and	and	CCONJ
fsr-3404	20	9	contribution	contribution	NOUN
fsr-3404	20	10	amounts	amount	NOUN
fsr-3404	20	11	lead	lead	VERB
fsr-3404	20	12	to	to	ADP
fsr-3404	20	13	higher	high	ADJ
fsr-3404	20	14	tax	tax	NOUN
fsr-3404	20	15	rates	rate	NOUN
fsr-3404	20	16	on	on	ADP
fsr-3404	20	17	traditional	traditional	ADJ
fsr-3404	20	18	ira	ira	PROPN
fsr-3404	20	19	withdrawals	withdrawal	NOUN
fsr-3404	20	20	and	and	CCONJ
fsr-3404	20	21	,	,	PUNCT
fsr-3404	20	22	thus	thus	ADV
fsr-3404	20	23	,	,	PUNCT
fsr-3404	20	24	favor	favor	VERB
fsr-3404	20	25	the	the	DET
fsr-3404	20	26	roth	roth	PROPN
fsr-3404	20	27	ira	ira	PROPN
fsr-3404	20	28	.	.	PUNCT
fsr-3404	21	1	similarly	similarly	ADV
fsr-3404	21	2	,	,	PUNCT
fsr-3404	21	3	lower	low	ADJ
fsr-3404	21	4	rates	rate	NOUN
fsr-3404	21	5	of	of	ADP
fsr-3404	21	6	return	return	NOUN
fsr-3404	21	7	on	on	ADP
fsr-3404	21	8	investment	investment	NOUN
fsr-3404	21	9	and	and	CCONJ
fsr-3404	21	10	smaller	small	ADJ
fsr-3404	21	11	contributions	contribution	NOUN
fsr-3404	21	12	favor	favor	VERB
fsr-3404	21	13	the	the	DET
fsr-3404	21	14	traditional	traditional	ADJ
fsr-3404	21	15	ira	ira	PROPN
fsr-3404	21	16	.	.	PUNCT
fsr-3404	22	1	the	the	DET
fsr-3404	22	2	compression	compression	NOUN
fsr-3404	22	3	of	of	ADP
fsr-3404	22	4	the	the	DET
fsr-3404	22	5	tax	tax	NOUN
fsr-3404	22	6	brackets	bracket	NOUN
fsr-3404	22	7	,	,	PUNCT
fsr-3404	22	8	and	and	CCONJ
fsr-3404	22	9	the	the	DET
fsr-3404	22	10	general	general	ADJ
fsr-3404	22	11	reduction	reduction	NOUN
fsr-3404	22	12	of	of	ADP
fsr-3404	22	13	the	the	DET
fsr-3404	22	14	marginal	marginal	ADJ
fsr-3404	22	15	tax	tax	NOUN
fsr-3404	22	16	rates	rate	NOUN
fsr-3404	22	17	in	in	ADP
fsr-3404	22	18	the	the	DET
fsr-3404	22	19	new	new	ADJ
fsr-3404	22	20	law	law	NOUN
fsr-3404	22	21	,	,	PUNCT
fsr-3404	22	22	raises	raise	VERB
fsr-3404	22	23	the	the	DET
fsr-3404	22	24	breakeven	breakeven	ADJ
fsr-3404	22	25	rate	rate	NOUN
fsr-3404	22	26	of	of	ADP
fsr-3404	22	27	return	return	NOUN
fsr-3404	22	28	beyond	beyond	ADP
fsr-3404	22	29	which	which	PRON
fsr-3404	22	30	an	an	DET
fsr-3404	22	31	investor	investor	NOUN
fsr-3404	22	32	may	may	AUX
fsr-3404	22	33	achieve	achieve	VERB
fsr-3404	22	34	a	a	DET
fsr-3404	22	35	higher	high	ADJ
fsr-3404	22	36	after	after	ADP
fsr-3404	22	37	-	-	PUNCT
fsr-3404	22	38	tax	tax	NOUN
fsr-3404	22	39	future	future	ADJ
fsr-3404	22	40	value	value	NOUN
fsr-3404	22	41	with	with	ADP
fsr-3404	22	42	a	a	DET
fsr-3404	22	43	roth	roth	PROPN
fsr-3404	22	44	ira	ira	PROPN
fsr-3404	22	45	.	.	PUNCT
fsr-3404	23	1	the	the	DET
fsr-3404	23	2	breakeven	breakeven	ADJ
fsr-3404	23	3	rates	rate	NOUN
fsr-3404	23	4	of	of	ADP
fsr-3404	23	5	return	return	NOUN
fsr-3404	23	6	are	be	AUX
fsr-3404	23	7	calculated	calculate	VERB
fsr-3404	23	8	before	before	ADP
fsr-3404	23	9	and	and	CCONJ
fsr-3404	23	10	after	after	ADP
fsr-3404	23	11	the	the	DET
fsr-3404	23	12	new	new	ADJ
fsr-3404	23	13	tax	tax	NOUN
fsr-3404	23	14	law	law	NOUN
fsr-3404	23	15	.	.	PUNCT
fsr-3404	24	1	the	the	DET
fsr-3404	24	2	new	new	ADJ
fsr-3404	24	3	tax	tax	NOUN
fsr-3404	24	4	law	law	NOUN
fsr-3404	24	5	favors	favor	VERB
fsr-3404	24	6	the	the	DET
fsr-3404	24	7	traditional	traditional	ADJ
fsr-3404	24	8	ira	ira	PROPN
fsr-3404	24	9	for	for	ADP
fsr-3404	24	10	a	a	DET
fsr-3404	24	11	broader	broad	ADJ
fsr-3404	24	12	range	range	NOUN
fsr-3404	24	13	of	of	ADP
fsr-3404	24	14	returns	return	NOUN
fsr-3404	24	15	for	for	ADP
fsr-3404	24	16	individuals	individual	NOUN
fsr-3404	24	17	who	who	PRON
fsr-3404	24	18	invest	invest	VERB
fsr-3404	24	19	the	the	DET
fsr-3404	24	20	deduction	deduction	NOUN
fsr-3404	24	21	.	.	PUNCT
fsr-3404	25	1	for	for	ADP
fsr-3404	25	2	older	old	ADJ
fsr-3404	25	3	investors	investor	NOUN
fsr-3404	25	4	with	with	ADP
fsr-3404	25	5	only	only	ADV
fsr-3404	25	6	15	15	NUM
fsr-3404	25	7	years	year	NOUN
fsr-3404	25	8	to	to	PART
fsr-3404	25	9	retirement	retirement	VERB
fsr-3404	25	10	the	the	DET
fsr-3404	25	11	breakeven	breakeven	ADJ
fsr-3404	25	12	rate	rate	NOUN
fsr-3404	25	13	of	of	ADP
fsr-3404	25	14	return	return	NOUN
fsr-3404	25	15	where	where	SCONJ
fsr-3404	25	16	the	the	DET
fsr-3404	25	17	roth	roth	NOUN
fsr-3404	25	18	provides	provide	VERB
fsr-3404	25	19	a	a	DET
fsr-3404	25	20	greater	great	ADJ
fsr-3404	25	21	future	future	ADJ
fsr-3404	25	22	value	value	NOUN
fsr-3404	25	23	is	be	AUX
fsr-3404	25	24	as	as	ADV
fsr-3404	25	25	high	high	ADJ
fsr-3404	25	26	as	as	ADP
fsr-3404	25	27	21.95	21.95	NUM
fsr-3404	25	28	%	%	NOUN
fsr-3404	25	29	under	under	ADP
fsr-3404	25	30	the	the	DET
fsr-3404	25	31	new	new	ADJ
fsr-3404	25	32	tax	tax	NOUN
fsr-3404	25	33	law	law	NOUN
fsr-3404	25	34	.	.	PUNCT
fsr-3404	26	1	most	most	ADJ
fsr-3404	26	2	investors	investor	NOUN
fsr-3404	26	3	are	be	AUX
fsr-3404	26	4	not	not	PART
fsr-3404	26	5	likely	likely	ADJ
fsr-3404	26	6	to	to	PART
fsr-3404	26	7	achieve	achieve	VERB
fsr-3404	26	8	an	an	DET
fsr-3404	26	9	average	average	ADJ
fsr-3404	26	10	return	return	NOUN
fsr-3404	26	11	this	this	DET
fsr-3404	26	12	high	high	ADJ
fsr-3404	26	13	and	and	CCONJ
fsr-3404	26	14	may	may	AUX
fsr-3404	26	15	be	be	AUX
fsr-3404	26	16	better	well	ADJ
fsr-3404	26	17	off	off	ADP
fsr-3404	26	18	with	with	ADP
fsr-3404	26	19	a	a	DET
fsr-3404	26	20	traditional	traditional	ADJ
fsr-3404	26	21	ira	ira	PROPN
fsr-3404	26	22	.	.	PUNCT
fsr-3404	27	1	adelman	adelman	PROPN
fsr-3404	27	2	and	and	CCONJ
fsr-3404	27	3	cross	cross	PROPN
fsr-3404	27	4	(	(	PUNCT
fsr-3404	27	5	2010	2010	NUM
fsr-3404	27	6	)	)	PUNCT
fsr-3404	27	7	and	and	CCONJ
fsr-3404	27	8	beshears	beshear	NOUN
fsr-3404	27	9	,	,	PUNCT
fsr-3404	27	10	choi	choi	NOUN
fsr-3404	27	11	,	,	PUNCT
fsr-3404	27	12	laibson	laibson	PROPN
fsr-3404	27	13	,	,	PUNCT
fsr-3404	27	14	and	and	CCONJ
fsr-3404	27	15	madrian	madrian	ADJ
fsr-3404	27	16	(	(	PUNCT
fsr-3404	27	17	2017	2017	NUM
fsr-3404	27	18	)	)	PUNCT
fsr-3404	27	19	indicate	indicate	VERB
fsr-3404	27	20	that	that	SCONJ
fsr-3404	27	21	many	many	ADJ
fsr-3404	27	22	people	people	NOUN
fsr-3404	27	23	do	do	AUX
fsr-3404	27	24	not	not	PART
fsr-3404	27	25	actually	actually	ADV
fsr-3404	27	26	invest	invest	VERB
fsr-3404	27	27	the	the	DET
fsr-3404	27	28	deduction	deduction	NOUN
fsr-3404	27	29	generated	generate	VERB
fsr-3404	27	30	by	by	ADP
fsr-3404	27	31	contributions	contribution	NOUN
fsr-3404	27	32	to	to	ADP
fsr-3404	27	33	a	a	DET
fsr-3404	27	34	traditional	traditional	ADJ
fsr-3404	27	35	ira	ira	NOUN
fsr-3404	27	36	,	,	PUNCT
fsr-3404	27	37	preferring	prefer	VERB
fsr-3404	27	38	instead	instead	ADV
fsr-3404	27	39	to	to	PART
fsr-3404	27	40	consume	consume	VERB
fsr-3404	27	41	the	the	DET
fsr-3404	27	42	extra	extra	ADJ
fsr-3404	27	43	income	income	NOUN
fsr-3404	27	44	.	.	PUNCT
fsr-3404	28	1	when	when	SCONJ
fsr-3404	28	2	comparing	compare	VERB
fsr-3404	28	3	future	future	ADJ
fsr-3404	28	4	values	value	NOUN
fsr-3404	28	5	of	of	ADP
fsr-3404	28	6	the	the	DET
fsr-3404	28	7	two	two	NUM
fsr-3404	28	8	types	type	NOUN
fsr-3404	28	9	of	of	ADP
fsr-3404	28	10	iras	ira	NOUN
fsr-3404	28	11	,	,	PUNCT
fsr-3404	28	12	the	the	DET
fsr-3404	28	13	roth	roth	PROPN
fsr-3404	28	14	ira	ira	PROPN
fsr-3404	28	15	yields	yield	VERB
fsr-3404	28	16	higher	high	ADJ
fsr-3404	28	17	futures	future	NOUN
fsr-3404	28	18	values	value	NOUN
fsr-3404	28	19	than	than	ADP
fsr-3404	28	20	the	the	DET
fsr-3404	28	21	traditional	traditional	ADJ
fsr-3404	28	22	ira	ira	PROPN
fsr-3404	28	23	without	without	ADP
fsr-3404	28	24	the	the	DET
fsr-3404	28	25	deduction	deduction	NOUN
fsr-3404	28	26	invested	invest	VERB
fsr-3404	28	27	in	in	ADP
fsr-3404	28	28	the	the	DET
fsr-3404	28	29	majority	majority	NOUN
fsr-3404	28	30	of	of	ADP
fsr-3404	28	31	cases	case	NOUN
fsr-3404	28	32	.	.	PUNCT
fsr-3404	29	1	this	this	PRON
fsr-3404	29	2	has	have	AUX
fsr-3404	29	3	led	lead	VERB
fsr-3404	29	4	some	some	DET
fsr-3404	29	5	authors	author	NOUN
fsr-3404	29	6	such	such	ADJ
fsr-3404	29	7	as	as	ADP
fsr-3404	29	8	beshears	beshear	NOUN
fsr-3404	29	9	et	et	PROPN
fsr-3404	29	10	al	al	PROPN
fsr-3404	29	11	.	.	PROPN
fsr-3404	30	1	(	(	PUNCT
fsr-3404	30	2	2017	2017	NUM
fsr-3404	30	3	)	)	PUNCT
fsr-3404	31	1	to	to	PART
fsr-3404	31	2	conclude	conclude	VERB
fsr-3404	31	3	that	that	SCONJ
fsr-3404	31	4	the	the	DET
fsr-3404	31	5	roth	roth	NOUN
fsr-3404	31	6	provides	provide	VERB
fsr-3404	31	7	consistently	consistently	ADV
fsr-3404	31	8	higher	high	ADJ
fsr-3404	31	9	future	future	ADJ
fsr-3404	31	10	savings	saving	NOUN
fsr-3404	31	11	than	than	ADP
fsr-3404	31	12	the	the	DET
fsr-3404	31	13	traditional	traditional	ADJ
fsr-3404	31	14	ira	ira	PROPN
fsr-3404	31	15	.	.	PUNCT
fsr-3404	32	1	however	however	ADV
fsr-3404	32	2	,	,	PUNCT
fsr-3404	32	3	choosing	choose	VERB
fsr-3404	32	4	the	the	DET
fsr-3404	32	5	roth	roth	NOUN
fsr-3404	32	6	reduces	reduce	VERB
fsr-3404	32	7	an	an	DET
fsr-3404	32	8	investor	investor	NOUN
fsr-3404	32	9	’s	’s	PART
fsr-3404	32	10	real	real	ADJ
fsr-3404	32	11	consumption	consumption	NOUN
fsr-3404	32	12	during	during	ADP
fsr-3404	32	13	their	their	PRON
fsr-3404	32	14	working	work	VERB
fsr-3404	32	15	years	year	NOUN
fsr-3404	32	16	compared	compare	VERB
fsr-3404	32	17	with	with	ADP
fsr-3404	32	18	a	a	DET
fsr-3404	32	19	traditional	traditional	ADJ
fsr-3404	32	20	ira	ira	PROPN
fsr-3404	32	21	because	because	SCONJ
fsr-3404	32	22	the	the	DET
fsr-3404	32	23	roth	roth	PROPN
fsr-3404	32	24	contributions	contribution	NOUN
fsr-3404	32	25	are	be	AUX
fsr-3404	32	26	not	not	PART
fsr-3404	32	27	deductible	deductible	ADJ
fsr-3404	32	28	.	.	PUNCT
fsr-3404	33	1	even	even	ADV
fsr-3404	33	2	with	with	ADP
fsr-3404	33	3	the	the	DET
fsr-3404	33	4	higher	high	ADJ
fsr-3404	33	5	future	future	ADJ
fsr-3404	33	6	value	value	NOUN
fsr-3404	33	7	of	of	ADP
fsr-3404	33	8	a	a	DET
fsr-3404	33	9	roth	roth	PROPN
fsr-3404	33	10	ira	ira	PROPN
fsr-3404	33	11	,	,	PUNCT
fsr-3404	33	12	the	the	DET
fsr-3404	33	13	traditional	traditional	ADJ
fsr-3404	33	14	ira	ira	PROPN
fsr-3404	33	15	could	could	AUX
fsr-3404	33	16	provide	provide	VERB
fsr-3404	33	17	a	a	DET
fsr-3404	33	18	higher	high	ADJ
fsr-3404	33	19	level	level	NOUN
fsr-3404	33	20	of	of	ADP
fsr-3404	33	21	lifetime	lifetime	NOUN
fsr-3404	33	22	consumption	consumption	NOUN
fsr-3404	33	23	.	.	PUNCT
fsr-3404	34	1	monte	monte	PROPN
fsr-3404	34	2	carlo	carlo	PROPN
fsr-3404	34	3	simulations	simulation	NOUN
fsr-3404	34	4	were	be	AUX
fsr-3404	34	5	used	use	VERB
fsr-3404	34	6	to	to	PART
fsr-3404	34	7	determine	determine	VERB
fsr-3404	34	8	whether	whether	SCONJ
fsr-3404	34	9	lifetime	lifetime	NOUN
fsr-3404	34	10	real	real	ADJ
fsr-3404	34	11	consumption	consumption	NOUN
fsr-3404	34	12	is	be	AUX
fsr-3404	34	13	maximized	maximize	VERB
fsr-3404	34	14	with	with	ADP
fsr-3404	34	15	a	a	DET
fsr-3404	34	16	traditional	traditional	ADJ
fsr-3404	34	17	or	or	CCONJ
fsr-3404	34	18	a	a	DET
fsr-3404	34	19	roth	roth	PROPN
fsr-3404	34	20	ira	ira	PROPN
fsr-3404	34	21	for	for	ADP
fsr-3404	34	22	investors	investor	NOUN
fsr-3404	34	23	who	who	PRON
fsr-3404	34	24	do	do	AUX
fsr-3404	34	25	not	not	PART
fsr-3404	34	26	invest	invest	VERB
fsr-3404	34	27	the	the	DET
fsr-3404	34	28	deduction	deduction	NOUN
fsr-3404	34	29	generated	generate	VERB
fsr-3404	34	30	by	by	ADP
fsr-3404	34	31	a	a	DET
fsr-3404	34	32	traditional	traditional	ADJ
fsr-3404	34	33	ira	ira	PROPN
fsr-3404	34	34	under	under	ADP
fsr-3404	34	35	various	various	ADJ
fsr-3404	34	36	return	return	NOUN
fsr-3404	34	37	scenarios	scenario	NOUN
fsr-3404	34	38	.	.	PUNCT
fsr-3404	35	1	the	the	DET
fsr-3404	35	2	traditional	traditional	ADJ
fsr-3404	35	3	ira	ira	PROPN
fsr-3404	35	4	provided	provide	VERB
fsr-3404	35	5	higher	high	ADJ
fsr-3404	35	6	median	median	ADJ
fsr-3404	35	7	lifetime	lifetime	NOUN
fsr-3404	35	8	consumption	consumption	NOUN
fsr-3404	35	9	than	than	ADP
fsr-3404	35	10	the	the	DET
fsr-3404	35	11	roth	roth	PROPN
fsr-3404	35	12	ira	ira	PROPN
fsr-3404	35	13	in	in	ADP
fsr-3404	35	14	the	the	DET
fsr-3404	35	15	majority	majority	NOUN
fsr-3404	35	16	of	of	ADP
fsr-3404	35	17	our	our	PRON
fsr-3404	35	18	simulations	simulation	NOUN
fsr-3404	35	19	for	for	ADP
fsr-3404	35	20	moderate	moderate	ADJ
fsr-3404	35	21	income	income	NOUN
fsr-3404	35	22	individuals	individual	NOUN
fsr-3404	35	23	who	who	PRON
fsr-3404	35	24	reduce	reduce	VERB
fsr-3404	35	25	the	the	DET
fsr-3404	35	26	risk	risk	NOUN
fsr-3404	35	27	of	of	ADP
fsr-3404	35	28	their	their	PRON
fsr-3404	35	29	portfolios	portfolio	NOUN
fsr-3404	35	30	as	as	SCONJ
fsr-3404	35	31	they	they	PRON
fsr-3404	35	32	age	age	VERB
fsr-3404	35	33	.	.	PUNCT
fsr-3404	36	1	the	the	DET
fsr-3404	36	2	traditional	traditional	ADJ
fsr-3404	36	3	ira	ira	PROPN
fsr-3404	36	4	can	can	AUX
fsr-3404	36	5	be	be	AUX
fsr-3404	36	6	a	a	DET
fsr-3404	36	7	better	well	ADJ
fsr-3404	36	8	choice	choice	NOUN
fsr-3404	36	9	for	for	ADP
fsr-3404	36	10	many	many	ADJ
fsr-3404	36	11	moderate	moderate	ADJ
fsr-3404	36	12	income	income	NOUN
fsr-3404	36	13	individuals	individual	NOUN
fsr-3404	36	14	,	,	PUNCT
fsr-3404	36	15	regardless	regardless	ADV
fsr-3404	36	16	of	of	ADP
fsr-3404	36	17	whether	whether	SCONJ
fsr-3404	36	18	they	they	PRON
fsr-3404	36	19	invest	invest	VERB
fsr-3404	36	20	the	the	DET
fsr-3404	36	21	deduction	deduction	NOUN
fsr-3404	36	22	from	from	ADP
fsr-3404	36	23	traditional	traditional	ADJ
fsr-3404	36	24	ira	ira	PROPN
fsr-3404	36	25	contributions	contribution	NOUN
fsr-3404	36	26	if	if	SCONJ
fsr-3404	36	27	current	current	ADJ
fsr-3404	36	28	spending	spending	NOUN
fsr-3404	36	29	is	be	AUX
fsr-3404	36	30	a	a	DET
fsr-3404	36	31	concern	concern	NOUN
fsr-3404	36	32	along	along	ADP
fsr-3404	36	33	with	with	ADP
fsr-3404	36	34	funding	funding	NOUN
fsr-3404	36	35	retirement	retirement	NOUN
fsr-3404	36	36	.	.	PUNCT
fsr-3404	37	1	this	this	PRON
fsr-3404	37	2	has	have	AUX
fsr-3404	37	3	not	not	PART
fsr-3404	37	4	generally	generally	ADV
fsr-3404	37	5	been	be	AUX
fsr-3404	37	6	discussed	discuss	VERB
fsr-3404	37	7	in	in	ADP
fsr-3404	37	8	the	the	DET
fsr-3404	37	9	literature	literature	NOUN
fsr-3404	37	10	on	on	ADP
fsr-3404	37	11	retirement	retirement	NOUN
fsr-3404	37	12	investing.2	investing.2	NOUN
fsr-3404	37	13	346	346	NUM
fsr-3404	37	14	t.	t.	NOUN
fsr-3404	37	15	manuel	manuel	NOUN
fsr-3404	37	16	et	et	PROPN
fsr-3404	37	17	al	al	PROPN
fsr-3404	37	18	.	.	PUNCT
fsr-3404	37	19	/	/	SYM
fsr-3404	37	20	financial	financial	ADJ
fsr-3404	37	21	services	service	NOUN
fsr-3404	37	22	review	review	VERB
fsr-3404	37	23	27	27	NUM
fsr-3404	37	24	(	(	PUNCT
fsr-3404	37	25	2018	2018	NUM
fsr-3404	37	26	)	)	PUNCT
fsr-3404	37	27	345	345	NUM
fsr-3404	37	28	-	-	SYM
fsr-3404	37	29	365	365	NUM
fsr-3404	37	30	2	2	NUM
fsr-3404	37	31	.	.	PUNCT
fsr-3404	38	1	ira	ira	PROPN
fsr-3404	38	2	usage	usage	NOUN
fsr-3404	38	3	according	accord	VERB
fsr-3404	38	4	to	to	ADP
fsr-3404	38	5	the	the	DET
fsr-3404	38	6	report	report	NOUN
fsr-3404	38	7	on	on	ADP
fsr-3404	38	8	the	the	DET
fsr-3404	38	9	economic	economic	ADJ
fsr-3404	38	10	well	well	NOUN
fsr-3404	38	11	being	being	NOUN
fsr-3404	38	12	of	of	ADP
fsr-3404	38	13	households	household	NOUN
fsr-3404	38	14	in	in	ADP
fsr-3404	38	15	2016	2016	NUM
fsr-3404	38	16	by	by	ADP
fsr-3404	38	17	the	the	DET
fsr-3404	38	18	board	board	NOUN
fsr-3404	38	19	of	of	ADP
fsr-3404	38	20	governors	governor	NOUN
fsr-3404	38	21	of	of	ADP
fsr-3404	38	22	the	the	DET
fsr-3404	38	23	federal	federal	PROPN
fsr-3404	38	24	reserve	reserve	PROPN
fsr-3404	38	25	system	system	NOUN
fsr-3404	38	26	(	(	PUNCT
fsr-3404	38	27	2017	2017	NUM
fsr-3404	38	28	)	)	PUNCT
fsr-3404	38	29	about	about	ADV
fsr-3404	38	30	31	31	NUM
fsr-3404	38	31	%	%	NOUN
fsr-3404	38	32	of	of	ADP
fsr-3404	38	33	households	household	NOUN
fsr-3404	38	34	have	have	VERB
fsr-3404	38	35	an	an	DET
fsr-3404	38	36	ira	ira	PROPN
fsr-3404	38	37	.	.	PUNCT
fsr-3404	39	1	the	the	DET
fsr-3404	39	2	most	most	ADV
fsr-3404	39	3	common	common	ADJ
fsr-3404	39	4	type	type	NOUN
fsr-3404	39	5	ira	ira	PROPN
fsr-3404	39	6	is	be	AUX
fsr-3404	39	7	the	the	DET
fsr-3404	39	8	traditional	traditional	ADJ
fsr-3404	39	9	ira	ira	PROPN
fsr-3404	39	10	,	,	PUNCT
fsr-3404	39	11	and	and	CCONJ
fsr-3404	39	12	only	only	ADV
fsr-3404	39	13	a	a	DET
fsr-3404	39	14	subset	subset	NOUN
fsr-3404	39	15	of	of	ADP
fsr-3404	39	16	households	household	NOUN
fsr-3404	39	17	has	have	VERB
fsr-3404	39	18	a	a	DET
fsr-3404	39	19	roth	roth	PROPN
fsr-3404	39	20	ira	ira	PROPN
fsr-3404	39	21	or	or	CCONJ
fsr-3404	39	22	both	both	DET
fsr-3404	39	23	types	type	NOUN
fsr-3404	39	24	.	.	PUNCT
fsr-3404	40	1	about	about	ADV
fsr-3404	40	2	half	half	NOUN
fsr-3404	40	3	of	of	ADP
fsr-3404	40	4	households	household	NOUN
fsr-3404	40	5	have	have	VERB
fsr-3404	40	6	a	a	DET
fsr-3404	40	7	401(k	401(k	NOUN
fsr-3404	40	8	)	)	PUNCT
fsr-3404	40	9	,	,	PUNCT
fsr-3404	40	10	and	and	CCONJ
fsr-3404	40	11	about	about	ADV
fsr-3404	40	12	25	25	NUM
fsr-3404	40	13	%	%	NOUN
fsr-3404	40	14	have	have	VERB
fsr-3404	40	15	a	a	DET
fsr-3404	40	16	defined	define	VERB
fsr-3404	40	17	benefit	benefit	NOUN
fsr-3404	40	18	plan	plan	NOUN
fsr-3404	40	19	,	,	PUNCT
fsr-3404	40	20	whereas	whereas	SCONJ
fsr-3404	40	21	about	about	ADV
fsr-3404	40	22	28	28	NUM
fsr-3404	40	23	%	%	NOUN
fsr-3404	40	24	of	of	ADP
fsr-3404	40	25	households	household	NOUN
fsr-3404	40	26	have	have	VERB
fsr-3404	40	27	no	no	DET
fsr-3404	40	28	retirement	retirement	NOUN
fsr-3404	40	29	investments	investment	NOUN
fsr-3404	40	30	.	.	PUNCT
fsr-3404	41	1	the	the	DET
fsr-3404	41	2	report	report	NOUN
fsr-3404	41	3	shows	show	VERB
fsr-3404	41	4	that	that	SCONJ
fsr-3404	41	5	investors	investor	NOUN
fsr-3404	41	6	with	with	ADP
fsr-3404	41	7	roth	roth	PROPN
fsr-3404	41	8	iras	ira	NOUN
fsr-3404	41	9	are	be	AUX
fsr-3404	41	10	more	more	ADV
fsr-3404	41	11	likely	likely	ADJ
fsr-3404	41	12	to	to	PART
fsr-3404	41	13	be	be	AUX
fsr-3404	41	14	higher	high	ADJ
fsr-3404	41	15	income	income	NOUN
fsr-3404	41	16	,	,	PUNCT
fsr-3404	41	17	more	more	ADV
fsr-3404	41	18	financially	financially	ADV
fsr-3404	41	19	sophisticated	sophisticated	ADJ
fsr-3404	41	20	and	and	CCONJ
fsr-3404	41	21	have	have	AUX
fsr-3404	41	22	utilized	utilize	VERB
fsr-3404	41	23	a	a	DET
fsr-3404	41	24	financial	financial	ADJ
fsr-3404	41	25	planner	planner	NOUN
fsr-3404	41	26	than	than	ADP
fsr-3404	41	27	those	those	PRON
fsr-3404	41	28	who	who	PRON
fsr-3404	41	29	have	have	VERB
fsr-3404	41	30	a	a	DET
fsr-3404	41	31	traditional	traditional	ADJ
fsr-3404	41	32	ira	ira	PROPN
fsr-3404	41	33	.	.	PUNCT
fsr-3404	41	34	smith	smith	PROPN
fsr-3404	41	35	,	,	PUNCT
fsr-3404	41	36	finke	finke	PROPN
fsr-3404	41	37	,	,	PUNCT
fsr-3404	41	38	and	and	CCONJ
fsr-3404	41	39	huston	huston	PROPN
fsr-3404	41	40	(	(	PUNCT
fsr-3404	41	41	2012	2012	NUM
fsr-3404	41	42	)	)	PUNCT
fsr-3404	41	43	find	find	VERB
fsr-3404	41	44	similar	similar	ADJ
fsr-3404	41	45	results	result	NOUN
fsr-3404	41	46	.	.	PUNCT
fsr-3404	42	1	they	they	PRON
fsr-3404	42	2	show	show	VERB
fsr-3404	42	3	that	that	SCONJ
fsr-3404	42	4	investors	investor	NOUN
fsr-3404	42	5	with	with	ADP
fsr-3404	42	6	roth	roth	PROPN
fsr-3404	42	7	iras	ira	NOUN
fsr-3404	42	8	were	be	AUX
fsr-3404	42	9	much	much	ADV
fsr-3404	42	10	more	more	ADV
fsr-3404	42	11	likely	likely	ADJ
fsr-3404	42	12	to	to	PART
fsr-3404	42	13	be	be	AUX
fsr-3404	42	14	“	"	PUNCT
fsr-3404	42	15	financially	financially	ADV
fsr-3404	42	16	sophisticated	sophisticated	ADJ
fsr-3404	42	17	”	"	PUNCT
fsr-3404	42	18	as	as	SCONJ
fsr-3404	42	19	measured	measure	VERB
fsr-3404	42	20	by	by	ADP
fsr-3404	42	21	the	the	DET
fsr-3404	42	22	extent	extent	NOUN
fsr-3404	42	23	of	of	ADP
fsr-3404	42	24	their	their	PRON
fsr-3404	42	25	equity	equity	NOUN
fsr-3404	42	26	investments	investment	NOUN
fsr-3404	42	27	and/or	and/or	CCONJ
fsr-3404	42	28	had	have	AUX
fsr-3404	42	29	consulted	consult	VERB
fsr-3404	42	30	a	a	DET
fsr-3404	42	31	financial	financial	ADJ
fsr-3404	42	32	planner	planner	NOUN
fsr-3404	42	33	.	.	PUNCT
fsr-3404	43	1	roth	roth	PROPN
fsr-3404	43	2	iras	ira	NOUN
fsr-3404	43	3	are	be	AUX
fsr-3404	43	4	apparently	apparently	ADV
fsr-3404	43	5	still	still	ADV
fsr-3404	43	6	not	not	PART
fsr-3404	43	7	well	well	ADV
fsr-3404	43	8	understood	understand	VERB
fsr-3404	43	9	by	by	ADP
fsr-3404	43	10	many	many	ADJ
fsr-3404	43	11	households	household	NOUN
fsr-3404	43	12	who	who	PRON
fsr-3404	43	13	do	do	AUX
fsr-3404	43	14	not	not	PART
fsr-3404	43	15	use	use	VERB
fsr-3404	43	16	financial	financial	ADJ
fsr-3404	43	17	planners	planner	NOUN
fsr-3404	43	18	,	,	PUNCT
fsr-3404	43	19	or	or	CCONJ
fsr-3404	43	20	perhaps	perhaps	ADV
fsr-3404	43	21	planners	planner	NOUN
fsr-3404	43	22	favor	favor	VERB
fsr-3404	43	23	roth	roth	NOUN
fsr-3404	43	24	iras	ira	NOUN
fsr-3404	43	25	for	for	ADP
fsr-3404	43	26	their	their	PRON
fsr-3404	43	27	clients	client	NOUN
fsr-3404	43	28	.	.	PUNCT
fsr-3404	44	1	for	for	ADP
fsr-3404	44	2	many	many	ADJ
fsr-3404	44	3	investors	investor	NOUN
fsr-3404	44	4	the	the	DET
fsr-3404	44	5	best	good	ADJ
fsr-3404	44	6	ira	ira	PROPN
fsr-3404	44	7	choice	choice	NOUN
fsr-3404	44	8	depends	depend	VERB
fsr-3404	44	9	on	on	ADP
fsr-3404	44	10	many	many	ADJ
fsr-3404	44	11	factors	factor	NOUN
fsr-3404	44	12	such	such	ADJ
fsr-3404	44	13	as	as	ADP
fsr-3404	44	14	age	age	NOUN
fsr-3404	44	15	,	,	PUNCT
fsr-3404	44	16	expected	expect	VERB
fsr-3404	44	17	portfolio	portfolio	NOUN
fsr-3404	44	18	returns	return	NOUN
fsr-3404	44	19	over	over	ADP
fsr-3404	44	20	time	time	NOUN
fsr-3404	44	21	,	,	PUNCT
fsr-3404	44	22	risk	risk	NOUN
fsr-3404	44	23	aversion	aversion	NOUN
fsr-3404	44	24	,	,	PUNCT
fsr-3404	44	25	liquidity	liquidity	NOUN
fsr-3404	44	26	needs	need	NOUN
fsr-3404	44	27	,	,	PUNCT
fsr-3404	44	28	and	and	CCONJ
fsr-3404	44	29	the	the	DET
fsr-3404	44	30	willingness	willingness	NOUN
fsr-3404	44	31	to	to	PART
fsr-3404	44	32	engage	engage	VERB
fsr-3404	44	33	in	in	ADP
fsr-3404	44	34	tax	tax	NOUN
fsr-3404	44	35	management	management	NOUN
fsr-3404	44	36	strategies	strategy	NOUN
fsr-3404	44	37	,	,	PUNCT
fsr-3404	44	38	particularly	particularly	ADV
fsr-3404	44	39	during	during	ADP
fsr-3404	44	40	retirement	retirement	NOUN
fsr-3404	44	41	.	.	PUNCT
fsr-3404	45	1	for	for	ADP
fsr-3404	45	2	more	more	ADJ
fsr-3404	45	3	on	on	ADP
fsr-3404	45	4	some	some	PRON
fsr-3404	45	5	of	of	ADP
fsr-3404	45	6	the	the	DET
fsr-3404	45	7	factors	factor	NOUN
fsr-3404	45	8	that	that	PRON
fsr-3404	45	9	favor	favor	VERB
fsr-3404	45	10	the	the	DET
fsr-3404	45	11	traditional	traditional	ADJ
fsr-3404	45	12	ira	ira	PROPN
fsr-3404	45	13	see	see	VERB
fsr-3404	45	14	saunders	saunder	NOUN
fsr-3404	45	15	(	(	PUNCT
fsr-3404	45	16	2018	2018	NUM
fsr-3404	45	17	)	)	PUNCT
fsr-3404	45	18	.	.	PUNCT
fsr-3404	46	1	2.1	2.1	NUM
fsr-3404	46	2	.	.	PUNCT
fsr-3404	47	1	traditional	traditional	ADJ
fsr-3404	47	2	ira	ira	PROPN
fsr-3404	47	3	an	an	DET
fsr-3404	47	4	ira	ira	PROPN
fsr-3404	47	5	is	be	AUX
fsr-3404	47	6	not	not	PART
fsr-3404	47	7	an	an	DET
fsr-3404	47	8	investment	investment	NOUN
fsr-3404	47	9	per	per	ADP
fsr-3404	47	10	se	se	ADV
fsr-3404	47	11	,	,	PUNCT
fsr-3404	47	12	but	but	CCONJ
fsr-3404	47	13	is	be	AUX
fsr-3404	47	14	a	a	DET
fsr-3404	47	15	tax	tax	NOUN
fsr-3404	47	16	advantaged	advantage	VERB
fsr-3404	47	17	investment	investment	NOUN
fsr-3404	47	18	vehicle	vehicle	NOUN
fsr-3404	47	19	.	.	PUNCT
fsr-3404	48	1	for	for	ADP
fsr-3404	48	2	a	a	DET
fsr-3404	48	3	traditional	traditional	ADJ
fsr-3404	48	4	ira	ira	NOUN
fsr-3404	48	5	,	,	PUNCT
fsr-3404	48	6	all	all	DET
fsr-3404	48	7	deductible	deductible	ADJ
fsr-3404	48	8	contributions	contribution	NOUN
fsr-3404	48	9	and	and	CCONJ
fsr-3404	48	10	account	account	NOUN
fsr-3404	48	11	earnings	earning	NOUN
fsr-3404	48	12	are	be	AUX
fsr-3404	48	13	subject	subject	ADJ
fsr-3404	48	14	to	to	ADP
fsr-3404	48	15	income	income	NOUN
fsr-3404	48	16	taxation	taxation	NOUN
fsr-3404	48	17	upon	upon	SCONJ
fsr-3404	48	18	disbursement	disbursement	NOUN
fsr-3404	48	19	.	.	PUNCT
fsr-3404	49	1	thus	thus	ADV
fsr-3404	49	2	,	,	PUNCT
fsr-3404	49	3	an	an	DET
fsr-3404	49	4	ira	ira	PROPN
fsr-3404	49	5	is	be	AUX
fsr-3404	49	6	a	a	DET
fsr-3404	49	7	type	type	NOUN
fsr-3404	49	8	of	of	ADP
fsr-3404	49	9	tax	tax	NOUN
fsr-3404	49	10	-	-	PUNCT
fsr-3404	49	11	deferred	defer	VERB
fsr-3404	49	12	savings	saving	NOUN
fsr-3404	49	13	account	account	NOUN
fsr-3404	49	14	.	.	PUNCT
fsr-3404	50	1	if	if	SCONJ
fsr-3404	50	2	an	an	DET
fsr-3404	50	3	amount	amount	NOUN
fsr-3404	50	4	is	be	AUX
fsr-3404	50	5	withdrawn	withdraw	VERB
fsr-3404	50	6	before	before	ADP
fsr-3404	50	7	age	age	NOUN
fsr-3404	50	8	591⁄2	591⁄2	PROPN
fsr-3404	50	9	,	,	PUNCT
fsr-3404	50	10	the	the	DET
fsr-3404	50	11	taxpayer	taxpayer	NOUN
fsr-3404	50	12	is	be	AUX
fsr-3404	50	13	required	require	VERB
fsr-3404	50	14	to	to	PART
fsr-3404	50	15	pay	pay	VERB
fsr-3404	50	16	tax	tax	NOUN
fsr-3404	50	17	on	on	ADP
fsr-3404	50	18	the	the	DET
fsr-3404	50	19	amount	amount	NOUN
fsr-3404	50	20	withdrawn	withdraw	VERB
fsr-3404	50	21	along	along	ADP
fsr-3404	50	22	with	with	ADP
fsr-3404	50	23	a	a	DET
fsr-3404	50	24	10	10	NUM
fsr-3404	50	25	%	%	NOUN
fsr-3404	50	26	penalty	penalty	NOUN
fsr-3404	50	27	for	for	ADP
fsr-3404	50	28	the	the	DET
fsr-3404	50	29	early	early	ADJ
fsr-3404	50	30	withdrawal.3	withdrawal.3	PROPN
fsr-3404	50	31	at	at	ADP
fsr-3404	50	32	age	age	NOUN
fsr-3404	50	33	701⁄2	701⁄2	NOUN
fsr-3404	50	34	an	an	DET
fsr-3404	50	35	investor	investor	NOUN
fsr-3404	50	36	in	in	ADP
fsr-3404	50	37	a	a	DET
fsr-3404	50	38	traditional	traditional	ADJ
fsr-3404	50	39	ira	ira	PROPN
fsr-3404	50	40	must	must	AUX
fsr-3404	50	41	begin	begin	VERB
fsr-3404	50	42	making	make	VERB
fsr-3404	50	43	withdrawals	withdrawal	NOUN
fsr-3404	50	44	from	from	ADP
fsr-3404	50	45	the	the	DET
fsr-3404	50	46	ira	ira	PROPN
fsr-3404	50	47	.	.	PUNCT
fsr-3404	51	1	the	the	DET
fsr-3404	51	2	withdrawals	withdrawal	NOUN
fsr-3404	51	3	are	be	AUX
fsr-3404	51	4	termed	term	VERB
fsr-3404	51	5	required	require	VERB
fsr-3404	51	6	minimum	minimum	NOUN
fsr-3404	51	7	distributions	distribution	NOUN
fsr-3404	51	8	(	(	PUNCT
fsr-3404	51	9	rmds	rmds	NOUN
fsr-3404	51	10	)	)	PUNCT
fsr-3404	51	11	.	.	PUNCT
fsr-3404	52	1	rmds	rmds	PROPN
fsr-3404	52	2	are	be	AUX
fsr-3404	52	3	calculated	calculate	VERB
fsr-3404	52	4	as	as	ADP
fsr-3404	52	5	the	the	DET
fsr-3404	52	6	balance	balance	NOUN
fsr-3404	52	7	from	from	ADP
fsr-3404	52	8	the	the	DET
fsr-3404	52	9	end	end	NOUN
fsr-3404	52	10	of	of	ADP
fsr-3404	52	11	the	the	DET
fsr-3404	52	12	previous	previous	ADJ
fsr-3404	52	13	year	year	NOUN
fsr-3404	52	14	or	or	CCONJ
fsr-3404	52	15	life	life	NOUN
fsr-3404	52	16	expectancy	expectancy	NOUN
fsr-3404	52	17	from	from	ADP
fsr-3404	52	18	the	the	DET
fsr-3404	52	19	irs	irs	PROPN
fsr-3404	52	20	’	'	PUNCT
fsr-3404	52	21	uniform	uniform	ADJ
fsr-3404	52	22	lifetime	lifetime	NOUN
fsr-3404	52	23	table	table	NOUN
fsr-3404	52	24	.	.	PUNCT
fsr-3404	53	1	the	the	DET
fsr-3404	53	2	table	table	NOUN
fsr-3404	53	3	can	can	AUX
fsr-3404	53	4	be	be	AUX
fsr-3404	53	5	found	find	VERB
fsr-3404	53	6	at	at	ADP
fsr-3404	53	7	https://www.irs.gov/pub/irs-tege/uniform_rmd_wksht.pdf	https://www.irs.gov/pub/irs-tege/uniform_rmd_wksht.pdf	NOUN
fsr-3404	53	8	.	.	PUNCT
fsr-3404	54	1	failure	failure	NOUN
fsr-3404	54	2	to	to	PART
fsr-3404	54	3	make	make	VERB
fsr-3404	54	4	the	the	DET
fsr-3404	54	5	rmd	rmd	PROPN
fsr-3404	54	6	results	result	VERB
fsr-3404	54	7	in	in	ADP
fsr-3404	54	8	a	a	DET
fsr-3404	54	9	50	50	NUM
fsr-3404	54	10	%	%	NOUN
fsr-3404	54	11	excise	excise	NOUN
fsr-3404	54	12	tax	tax	NOUN
fsr-3404	54	13	.	.	PUNCT
fsr-3404	55	1	additional	additional	ADJ
fsr-3404	55	2	tax	tax	NOUN
fsr-3404	55	3	details	detail	NOUN
fsr-3404	55	4	are	be	AUX
fsr-3404	55	5	available	available	ADJ
fsr-3404	55	6	from	from	ADP
fsr-3404	55	7	the	the	DET
fsr-3404	55	8	irs	irs	PROPN
fsr-3404	55	9	’s	’s	PART
fsr-3404	55	10	publication	publication	NOUN
fsr-3404	55	11	on	on	ADP
fsr-3404	55	12	iras	ira	NOUN
fsr-3404	55	13	found	find	VERB
fsr-3404	55	14	at	at	ADP
fsr-3404	55	15	https://www.irs.gov/retirement-plans/individualretirement-arrangements-iras	https://www.irs.gov/retirement-plans/individualretirement-arrangements-iras	PROPN
fsr-3404	55	16	.	.	PROPN
fsr-3404	55	17	roth	roth	PROPN
fsr-3404	55	18	iras	ira	NOUN
fsr-3404	55	19	do	do	AUX
fsr-3404	55	20	not	not	PART
fsr-3404	55	21	require	require	VERB
fsr-3404	55	22	the	the	DET
fsr-3404	55	23	investor	investor	NOUN
fsr-3404	55	24	to	to	PART
fsr-3404	55	25	make	make	VERB
fsr-3404	55	26	rmds	rmds	NOUN
fsr-3404	55	27	during	during	ADP
fsr-3404	55	28	their	their	PRON
fsr-3404	55	29	lifetime	lifetime	NOUN
fsr-3404	55	30	.	.	PUNCT
fsr-3404	56	1	a	a	DET
fsr-3404	56	2	beneficiary	beneficiary	NOUN
fsr-3404	56	3	of	of	ADP
fsr-3404	56	4	a	a	DET
fsr-3404	56	5	roth	roth	PROPN
fsr-3404	56	6	ira	ira	PROPN
fsr-3404	56	7	must	must	AUX
fsr-3404	56	8	make	make	VERB
fsr-3404	56	9	rmds	rmds	NOUN
fsr-3404	56	10	over	over	ADP
fsr-3404	56	11	the	the	DET
fsr-3404	56	12	beneficiary	beneficiary	NOUN
fsr-3404	56	13	’s	’s	PART
fsr-3404	56	14	expected	expect	VERB
fsr-3404	56	15	life	life	NOUN
fsr-3404	56	16	span	span	NOUN
fsr-3404	56	17	,	,	PUNCT
fsr-3404	56	18	but	but	CCONJ
fsr-3404	56	19	if	if	SCONJ
fsr-3404	56	20	the	the	DET
fsr-3404	56	21	beneficiaries	beneficiary	NOUN
fsr-3404	56	22	are	be	AUX
fsr-3404	56	23	children	child	NOUN
fsr-3404	56	24	the	the	DET
fsr-3404	56	25	required	require	VERB
fsr-3404	56	26	withdrawal	withdrawal	NOUN
fsr-3404	56	27	is	be	AUX
fsr-3404	56	28	usually	usually	ADV
fsr-3404	56	29	small	small	ADJ
fsr-3404	56	30	because	because	SCONJ
fsr-3404	56	31	of	of	ADP
fsr-3404	56	32	a	a	DET
fsr-3404	56	33	long	long	ADJ
fsr-3404	56	34	expected	expect	VERB
fsr-3404	56	35	life	life	NOUN
fsr-3404	56	36	span	span	NOUN
fsr-3404	56	37	.	.	PUNCT
fsr-3404	57	1	roth	roth	PROPN
fsr-3404	57	2	iras	ira	NOUN
fsr-3404	57	3	can	can	AUX
fsr-3404	57	4	,	,	PUNCT
fsr-3404	57	5	thus	thus	ADV
fsr-3404	57	6	,	,	PUNCT
fsr-3404	57	7	be	be	AUX
fsr-3404	57	8	better	well	ADJ
fsr-3404	57	9	for	for	ADP
fsr-3404	57	10	individuals	individual	NOUN
fsr-3404	57	11	who	who	PRON
fsr-3404	57	12	wish	wish	VERB
fsr-3404	57	13	to	to	PART
fsr-3404	57	14	fund	fund	VERB
fsr-3404	57	15	a	a	DET
fsr-3404	57	16	bequest	bequest	NOUN
fsr-3404	57	17	to	to	ADP
fsr-3404	57	18	their	their	PRON
fsr-3404	57	19	heirs	heir	NOUN
fsr-3404	57	20	rather	rather	ADV
fsr-3404	57	21	than	than	ADP
fsr-3404	57	22	provide	provide	VERB
fsr-3404	57	23	funding	funding	NOUN
fsr-3404	57	24	for	for	ADP
fsr-3404	57	25	their	their	PRON
fsr-3404	57	26	own	own	ADJ
fsr-3404	57	27	retirement	retirement	NOUN
fsr-3404	57	28	.	.	PUNCT
fsr-3404	58	1	individuals	individual	NOUN
fsr-3404	58	2	can	can	AUX
fsr-3404	58	3	open	open	VERB
fsr-3404	58	4	a	a	DET
fsr-3404	58	5	traditional	traditional	ADJ
fsr-3404	58	6	ira	ira	PROPN
fsr-3404	58	7	as	as	ADV
fsr-3404	58	8	long	long	ADV
fsr-3404	58	9	as	as	SCONJ
fsr-3404	58	10	they	they	PRON
fsr-3404	58	11	are	be	AUX
fsr-3404	58	12	not	not	PART
fsr-3404	58	13	older	old	ADJ
fsr-3404	58	14	than	than	ADP
fsr-3404	58	15	701⁄2	701⁄2	NOUN
fsr-3404	58	16	.	.	PUNCT
fsr-3404	59	1	in	in	ADP
fsr-3404	59	2	2018	2018	NUM
fsr-3404	59	3	contributions	contribution	NOUN
fsr-3404	59	4	to	to	ADP
fsr-3404	59	5	iras	ira	NOUN
fsr-3404	59	6	are	be	AUX
fsr-3404	59	7	limited	limit	VERB
fsr-3404	59	8	to	to	ADP
fsr-3404	59	9	the	the	DET
fsr-3404	59	10	lesser	less	ADJ
fsr-3404	59	11	of	of	ADP
fsr-3404	59	12	$	$	SYM
fsr-3404	59	13	5,500	5,500	NUM
fsr-3404	59	14	(	(	PUNCT
fsr-3404	59	15	$	$	SYM
fsr-3404	59	16	6,500	6,500	NUM
fsr-3404	59	17	if	if	SCONJ
fsr-3404	59	18	50	50	NUM
fsr-3404	59	19	or	or	CCONJ
fsr-3404	59	20	older	old	ADJ
fsr-3404	59	21	)	)	PUNCT
fsr-3404	59	22	or	or	CCONJ
fsr-3404	59	23	their	their	PRON
fsr-3404	59	24	taxable	taxable	ADJ
fsr-3404	59	25	compensation	compensation	NOUN
fsr-3404	59	26	for	for	ADP
fsr-3404	59	27	the	the	DET
fsr-3404	59	28	year	year	NOUN
fsr-3404	59	29	;	;	PUNCT
fsr-3404	59	30	although	although	SCONJ
fsr-3404	59	31	our	our	PRON
fsr-3404	59	32	model	model	NOUN
fsr-3404	59	33	assumes	assume	VERB
fsr-3404	59	34	that	that	SCONJ
fsr-3404	59	35	the	the	DET
fsr-3404	59	36	irs	irs	PROPN
fsr-3404	59	37	,	,	PUNCT
fsr-3404	59	38	in	in	ADP
fsr-3404	59	39	accordance	accordance	NOUN
fsr-3404	59	40	with	with	ADP
fsr-3404	59	41	congressional	congressional	ADJ
fsr-3404	59	42	mandates	mandate	NOUN
fsr-3404	59	43	,	,	PUNCT
fsr-3404	59	44	increases	increase	VERB
fsr-3404	59	45	the	the	DET
fsr-3404	59	46	allowable	allowable	ADJ
fsr-3404	59	47	contribution	contribution	NOUN
fsr-3404	59	48	amount	amount	NOUN
fsr-3404	59	49	over	over	ADP
fsr-3404	59	50	time	time	NOUN
fsr-3404	59	51	to	to	PART
fsr-3404	59	52	keep	keep	VERB
fsr-3404	59	53	up	up	ADP
fsr-3404	59	54	with	with	ADP
fsr-3404	59	55	inflation	inflation	NOUN
fsr-3404	59	56	.	.	PUNCT
fsr-3404	60	1	the	the	DET
fsr-3404	60	2	new	new	ADJ
fsr-3404	60	3	tcja	tcja	PROPN
fsr-3404	60	4	calculates	calculate	VERB
fsr-3404	60	5	the	the	DET
fsr-3404	60	6	indexing	indexing	NOUN
fsr-3404	60	7	of	of	ADP
fsr-3404	60	8	contribution	contribution	NOUN
fsr-3404	60	9	amounts	amount	NOUN
fsr-3404	60	10	and	and	CCONJ
fsr-3404	60	11	tax	tax	NOUN
fsr-3404	60	12	brackets	bracket	NOUN
fsr-3404	60	13	using	use	VERB
fsr-3404	60	14	the	the	DET
fsr-3404	60	15	chained	chain	VERB
fsr-3404	60	16	cpi	cpi	PROPN
fsr-3404	60	17	-	-	PUNCT
fsr-3404	60	18	u	u	NOUN
fsr-3404	60	19	index	index	NOUN
fsr-3404	60	20	rather	rather	ADV
fsr-3404	60	21	than	than	ADP
fsr-3404	60	22	the	the	DET
fsr-3404	60	23	traditional	traditional	ADJ
fsr-3404	60	24	cpi	cpi	NOUN
fsr-3404	60	25	-	-	PUNCT
fsr-3404	60	26	u.4	u.4	NOUN
fsr-3404	60	27	the	the	DET
fsr-3404	60	28	other	other	ADJ
fsr-3404	60	29	main	main	ADJ
fsr-3404	60	30	tax	tax	NOUN
fsr-3404	60	31	feature	feature	NOUN
fsr-3404	60	32	of	of	ADP
fsr-3404	60	33	the	the	DET
fsr-3404	60	34	traditional	traditional	ADJ
fsr-3404	60	35	ira	ira	PROPN
fsr-3404	60	36	is	be	AUX
fsr-3404	60	37	that	that	SCONJ
fsr-3404	60	38	,	,	PUNCT
fsr-3404	60	39	subject	subject	ADJ
fsr-3404	60	40	to	to	ADP
fsr-3404	60	41	the	the	DET
fsr-3404	60	42	investor	investor	NOUN
fsr-3404	60	43	’s	’s	PART
fsr-3404	60	44	income	income	NOUN
fsr-3404	60	45	and	and	CCONJ
fsr-3404	60	46	pension	pension	NOUN
fsr-3404	60	47	347	347	NUM
fsr-3404	60	48	t.	t.	NOUN
fsr-3404	60	49	manuel	manuel	NOUN
fsr-3404	60	50	et	et	PROPN
fsr-3404	60	51	al	al	PROPN
fsr-3404	60	52	.	.	PUNCT
fsr-3404	60	53	/	/	SYM
fsr-3404	60	54	financial	financial	ADJ
fsr-3404	60	55	services	service	NOUN
fsr-3404	60	56	review	review	VERB
fsr-3404	60	57	27	27	NUM
fsr-3404	60	58	(	(	PUNCT
fsr-3404	60	59	2018	2018	NUM
fsr-3404	60	60	)	)	PUNCT
fsr-3404	60	61	345	345	NUM
fsr-3404	60	62	-	-	SYM
fsr-3404	60	63	365	365	NUM
fsr-3404	60	64	contribution	contribution	NOUN
fsr-3404	60	65	,	,	PUNCT
fsr-3404	60	66	the	the	DET
fsr-3404	60	67	contributions	contribution	NOUN
fsr-3404	60	68	to	to	ADP
fsr-3404	60	69	a	a	DET
fsr-3404	60	70	traditional	traditional	ADJ
fsr-3404	60	71	ira	ira	PROPN
fsr-3404	60	72	may	may	AUX
fsr-3404	60	73	be	be	AUX
fsr-3404	60	74	tax	tax	NOUN
fsr-3404	60	75	deductible	deductible	ADJ
fsr-3404	60	76	in	in	ADP
fsr-3404	60	77	the	the	DET
fsr-3404	60	78	year	year	NOUN
fsr-3404	60	79	of	of	ADP
fsr-3404	60	80	the	the	DET
fsr-3404	60	81	contribution	contribution	NOUN
fsr-3404	60	82	.	.	PUNCT
fsr-3404	61	1	2.2	2.2	NUM
fsr-3404	61	2	.	.	PUNCT
fsr-3404	62	1	roth	roth	PROPN
fsr-3404	62	2	ira	ira	PROPN
fsr-3404	62	3	in	in	ADP
fsr-3404	62	4	a	a	DET
fsr-3404	62	5	roth	roth	NOUN
fsr-3404	62	6	ira	ira	PROPN
fsr-3404	62	7	the	the	DET
fsr-3404	62	8	contributions	contribution	NOUN
fsr-3404	62	9	are	be	AUX
fsr-3404	62	10	never	never	ADV
fsr-3404	62	11	tax	tax	NOUN
fsr-3404	62	12	deductible	deductible	ADJ
fsr-3404	62	13	.	.	PUNCT
fsr-3404	63	1	however	however	ADV
fsr-3404	63	2	,	,	PUNCT
fsr-3404	63	3	the	the	DET
fsr-3404	63	4	contributions	contribution	NOUN
fsr-3404	63	5	and	and	CCONJ
fsr-3404	63	6	account	account	NOUN
fsr-3404	63	7	earnings	earning	NOUN
fsr-3404	63	8	are	be	AUX
fsr-3404	63	9	not	not	PART
fsr-3404	63	10	taxable	taxable	ADJ
fsr-3404	63	11	when	when	SCONJ
fsr-3404	63	12	withdrawn	withdraw	VERB
fsr-3404	63	13	as	as	ADV
fsr-3404	63	14	long	long	ADV
fsr-3404	63	15	as	as	SCONJ
fsr-3404	63	16	the	the	DET
fsr-3404	63	17	individual	individual	NOUN
fsr-3404	63	18	has	have	AUX
fsr-3404	63	19	had	have	VERB
fsr-3404	63	20	the	the	DET
fsr-3404	63	21	roth	roth	PROPN
fsr-3404	63	22	ira	ira	PROPN
fsr-3404	63	23	for	for	ADP
fsr-3404	63	24	five	five	NUM
fsr-3404	63	25	years	year	NOUN
fsr-3404	63	26	or	or	CCONJ
fsr-3404	63	27	more	more	ADJ
fsr-3404	63	28	and	and	CCONJ
fsr-3404	63	29	does	do	AUX
fsr-3404	63	30	not	not	PART
fsr-3404	63	31	make	make	VERB
fsr-3404	63	32	withdrawals	withdrawal	NOUN
fsr-3404	63	33	before	before	ADP
fsr-3404	63	34	age	age	NOUN
fsr-3404	63	35	591⁄2	591⁄2	NOUN
fsr-3404	63	36	.	.	PUNCT
fsr-3404	64	1	under	under	ADP
fsr-3404	64	2	these	these	DET
fsr-3404	64	3	conditions	condition	NOUN
fsr-3404	64	4	,	,	PUNCT
fsr-3404	64	5	roth	roth	PROPN
fsr-3404	64	6	ira	ira	PROPN
fsr-3404	64	7	distributions	distribution	NOUN
fsr-3404	64	8	are	be	AUX
fsr-3404	64	9	not	not	PART
fsr-3404	64	10	subject	subject	ADJ
fsr-3404	64	11	to	to	ADP
fsr-3404	64	12	income	income	NOUN
fsr-3404	64	13	taxation	taxation	NOUN
fsr-3404	64	14	.	.	PUNCT
fsr-3404	65	1	2.3	2.3	NUM
fsr-3404	65	2	.	.	PUNCT
fsr-3404	66	1	additional	additional	ADJ
fsr-3404	66	2	tax	tax	NOUN
fsr-3404	66	3	considerations	consideration	NOUN
fsr-3404	66	4	for	for	ADP
fsr-3404	66	5	a	a	DET
fsr-3404	66	6	traditional	traditional	ADJ
fsr-3404	66	7	ira	ira	PROPN
fsr-3404	66	8	contributions	contribution	NOUN
fsr-3404	66	9	to	to	ADP
fsr-3404	66	10	a	a	DET
fsr-3404	66	11	traditional	traditional	ADJ
fsr-3404	66	12	ira	ira	PROPN
fsr-3404	66	13	can	can	AUX
fsr-3404	66	14	usually	usually	ADV
fsr-3404	66	15	be	be	AUX
fsr-3404	66	16	used	use	VERB
fsr-3404	66	17	to	to	PART
fsr-3404	66	18	reduce	reduce	VERB
fsr-3404	66	19	an	an	DET
fsr-3404	66	20	individual	individual	NOUN
fsr-3404	66	21	’s	’s	PART
fsr-3404	66	22	modified	modify	VERB
fsr-3404	66	23	adjusted	adjust	VERB
fsr-3404	66	24	gross	gross	ADJ
fsr-3404	66	25	income	income	NOUN
fsr-3404	66	26	(	(	PUNCT
fsr-3404	66	27	magi	magi	NOUN
fsr-3404	66	28	)	)	PUNCT
fsr-3404	66	29	.	.	PUNCT
fsr-3404	67	1	table	table	NOUN
fsr-3404	67	2	1	1	NUM
fsr-3404	67	3	filing	filing	NOUN
fsr-3404	67	4	status	status	NOUN
fsr-3404	67	5	and	and	CCONJ
fsr-3404	67	6	deductibility	deductibility	NOUN
fsr-3404	67	7	provides	provide	VERB
fsr-3404	67	8	the	the	DET
fsr-3404	67	9	2018	2018	NUM
fsr-3404	67	10	taxable	taxable	ADJ
fsr-3404	67	11	year	year	NOUN
fsr-3404	67	12	table	table	NOUN
fsr-3404	67	13	applicable	applicable	ADJ
fsr-3404	67	14	for	for	ADP
fsr-3404	67	15	individuals	individual	NOUN
fsr-3404	67	16	that	that	PRON
fsr-3404	67	17	are	be	AUX
fsr-3404	67	18	,	,	PUNCT
fsr-3404	67	19	or	or	CCONJ
fsr-3404	67	20	are	be	AUX
fsr-3404	67	21	not	not	PART
fsr-3404	67	22	,	,	PUNCT
fsr-3404	67	23	covered	cover	VERB
fsr-3404	67	24	by	by	ADP
fsr-3404	67	25	a	a	DET
fsr-3404	67	26	retirement	retirement	NOUN
fsr-3404	67	27	plan	plan	NOUN
fsr-3404	67	28	at	at	ADP
fsr-3404	67	29	their	their	PRON
fsr-3404	67	30	place	place	NOUN
fsr-3404	67	31	of	of	ADP
fsr-3404	67	32	employment	employment	NOUN
fsr-3404	67	33	.	.	PUNCT
fsr-3404	68	1	table	table	NOUN
fsr-3404	68	2	1	1	NUM
fsr-3404	68	3	filing	filing	NOUN
fsr-3404	68	4	status	status	NOUN
fsr-3404	68	5	and	and	CCONJ
fsr-3404	68	6	deductibility	deductibility	VERB
fsr-3404	68	7	with	with	ADP
fsr-3404	68	8	a	a	DET
fsr-3404	68	9	retirement	retirement	NOUN
fsr-3404	68	10	plan	plan	NOUN
fsr-3404	68	11	at	at	ADP
fsr-3404	68	12	work	work	NOUN
fsr-3404	68	13	(	(	PUNCT
fsr-3404	68	14	2018	2018	NUM
fsr-3404	68	15	tax	tax	NOUN
fsr-3404	68	16	year	year	NOUN
fsr-3404	68	17	)	)	PUNCT
fsr-3404	68	18	panel	panel	NOUN
fsr-3404	68	19	a	a	PRON
fsr-3404	68	20	:	:	PUNCT
fsr-3404	68	21	filing	file	VERB
fsr-3404	68	22	status	status	NOUN
fsr-3404	68	23	and	and	CCONJ
fsr-3404	68	24	deductibility	deductibility	VERB
fsr-3404	68	25	with	with	ADP
fsr-3404	68	26	a	a	DET
fsr-3404	68	27	retirement	retirement	NOUN
fsr-3404	68	28	plan	plan	NOUN
fsr-3404	68	29	at	at	ADP
fsr-3404	68	30	work	work	NOUN
fsr-3404	68	31	for	for	ADP
fsr-3404	68	32	2018	2018	NUM
fsr-3404	68	33	if	if	SCONJ
fsr-3404	68	34	your	your	PRON
fsr-3404	68	35	filing	filing	NOUN
fsr-3404	68	36	status	status	NOUN
fsr-3404	68	37	is	be	AUX
fsr-3404	68	38	.	.	PUNCT
fsr-3404	68	39	.	.	PUNCT
fsr-3404	68	40	.	.	PUNCT
fsr-3404	69	1	and	and	CCONJ
fsr-3404	69	2	your	your	PRON
fsr-3404	69	3	magi	magi	NOUN
fsr-3404	69	4	is	be	AUX
fsr-3404	69	5	.	.	PUNCT
fsr-3404	69	6	.	.	PUNCT
fsr-3404	69	7	.	.	PUNCT
fsr-3404	70	1	then	then	ADV
fsr-3404	70	2	you	you	PRON
fsr-3404	70	3	can	can	AUX
fsr-3404	70	4	take	take	VERB
fsr-3404	70	5	single	single	ADJ
fsr-3404	70	6	or	or	CCONJ
fsr-3404	70	7	head	head	NOUN
fsr-3404	70	8	of	of	ADP
fsr-3404	70	9	household	household	NOUN
fsr-3404	70	10	$	$	SYM
fsr-3404	70	11	63,000	63,000	NUM
fsr-3404	70	12	or	or	CCONJ
fsr-3404	70	13	less	less	ADJ
fsr-3404	70	14	a	a	DET
fsr-3404	70	15	full	full	ADJ
fsr-3404	70	16	deduction	deduction	NOUN
fsr-3404	70	17	up	up	ADP
fsr-3404	70	18	to	to	ADP
fsr-3404	70	19	your	your	PRON
fsr-3404	70	20	contribution	contribution	NOUN
fsr-3404	70	21	limit	limit	VERB
fsr-3404	70	22	more	more	ADJ
fsr-3404	70	23	than	than	ADP
fsr-3404	70	24	$	$	SYM
fsr-3404	70	25	63,000	63,000	NUM
fsr-3404	70	26	but	but	CCONJ
fsr-3404	70	27	less	less	ADJ
fsr-3404	70	28	than	than	ADP
fsr-3404	70	29	$	$	SYM
fsr-3404	70	30	73,000	73,000	NUM
fsr-3404	70	31	a	a	DET
fsr-3404	70	32	partial	partial	ADJ
fsr-3404	70	33	deduction	deduction	NOUN
fsr-3404	70	34	$	$	SYM
fsr-3404	70	35	73,000	73,000	NUM
fsr-3404	70	36	or	or	CCONJ
fsr-3404	70	37	more	more	ADJ
fsr-3404	70	38	no	no	DET
fsr-3404	70	39	deduction	deduction	NOUN
fsr-3404	70	40	married	marry	VERB
fsr-3404	70	41	filing	filing	NOUN
fsr-3404	70	42	jointly	jointly	ADV
fsr-3404	70	43	or	or	CCONJ
fsr-3404	70	44	qualified	qualified	ADJ
fsr-3404	70	45	widower	widower	NOUN
fsr-3404	70	46	$	$	SYM
fsr-3404	70	47	101,000	101,000	NUM
fsr-3404	70	48	or	or	CCONJ
fsr-3404	70	49	less	less	ADJ
fsr-3404	70	50	a	a	DET
fsr-3404	70	51	full	full	ADJ
fsr-3404	70	52	deduction	deduction	NOUN
fsr-3404	70	53	up	up	ADP
fsr-3404	70	54	to	to	ADP
fsr-3404	70	55	your	your	PRON
fsr-3404	70	56	contribution	contribution	NOUN
fsr-3404	70	57	limit	limit	VERB
fsr-3404	70	58	more	more	ADJ
fsr-3404	70	59	than	than	ADP
fsr-3404	70	60	$	$	SYM
fsr-3404	70	61	101,000	101,000	NUM
fsr-3404	70	62	but	but	CCONJ
fsr-3404	70	63	less	less	ADJ
fsr-3404	70	64	than	than	ADP
fsr-3404	70	65	$	$	SYM
fsr-3404	70	66	121,000	121,000	NUM
fsr-3404	70	67	a	a	DET
fsr-3404	70	68	partial	partial	ADJ
fsr-3404	70	69	deduction	deduction	NOUN
fsr-3404	70	70	$	$	SYM
fsr-3404	70	71	121,000	121,000	NUM
fsr-3404	70	72	or	or	CCONJ
fsr-3404	70	73	more	more	ADJ
fsr-3404	70	74	no	no	DET
fsr-3404	70	75	deduction	deduction	NOUN
fsr-3404	70	76	married	marry	VERB
fsr-3404	70	77	filing	filing	NOUN
fsr-3404	70	78	separately	separately	ADV
fsr-3404	70	79	less	less	ADJ
fsr-3404	70	80	than	than	ADP
fsr-3404	70	81	$	$	SYM
fsr-3404	70	82	10,000	10,000	NUM
fsr-3404	70	83	a	a	DET
fsr-3404	70	84	partial	partial	ADJ
fsr-3404	70	85	deduction	deduction	NOUN
fsr-3404	70	86	$	$	SYM
fsr-3404	70	87	10,000	10,000	NUM
fsr-3404	70	88	or	or	CCONJ
fsr-3404	70	89	more	more	ADJ
fsr-3404	70	90	no	no	DET
fsr-3404	70	91	deduction	deduction	NOUN
fsr-3404	70	92	panel	panel	NOUN
fsr-3404	70	93	b	b	NOUN
fsr-3404	70	94	:	:	PUNCT
fsr-3404	70	95	filing	file	VERB
fsr-3404	70	96	status	status	NOUN
fsr-3404	70	97	and	and	CCONJ
fsr-3404	70	98	deductibility	deductibility	NOUN
fsr-3404	70	99	without	without	ADP
fsr-3404	70	100	a	a	DET
fsr-3404	70	101	retirement	retirement	NOUN
fsr-3404	70	102	plan	plan	NOUN
fsr-3404	70	103	at	at	ADP
fsr-3404	70	104	work	work	NOUN
fsr-3404	70	105	in	in	ADP
fsr-3404	70	106	2018	2018	NUM
fsr-3404	70	107	if	if	SCONJ
fsr-3404	70	108	your	your	PRON
fsr-3404	70	109	filing	filing	NOUN
fsr-3404	70	110	status	status	NOUN
fsr-3404	70	111	is	be	AUX
fsr-3404	70	112	.	.	PUNCT
fsr-3404	70	113	.	.	PUNCT
fsr-3404	70	114	.	.	PUNCT
fsr-3404	71	1	and	and	CCONJ
fsr-3404	71	2	your	your	PRON
fsr-3404	71	3	magi	magi	NOUN
fsr-3404	71	4	is	be	AUX
fsr-3404	71	5	.	.	PUNCT
fsr-3404	71	6	.	.	PUNCT
fsr-3404	71	7	.	.	PUNCT
fsr-3404	72	1	then	then	ADV
fsr-3404	72	2	you	you	PRON
fsr-3404	72	3	can	can	AUX
fsr-3404	72	4	take	take	VERB
fsr-3404	72	5	single	single	ADJ
fsr-3404	72	6	,	,	PUNCT
fsr-3404	72	7	head	head	NOUN
fsr-3404	72	8	of	of	ADP
fsr-3404	72	9	household	household	NOUN
fsr-3404	72	10	,	,	PUNCT
fsr-3404	72	11	or	or	CCONJ
fsr-3404	72	12	qualifying	qualify	VERB
fsr-3404	72	13	widower	widower	NOUN
fsr-3404	72	14	any	any	DET
fsr-3404	72	15	amount	amount	NOUN
fsr-3404	72	16	a	a	DET
fsr-3404	72	17	full	full	ADJ
fsr-3404	72	18	deduction	deduction	NOUN
fsr-3404	72	19	up	up	ADP
fsr-3404	72	20	to	to	ADP
fsr-3404	72	21	your	your	PRON
fsr-3404	72	22	contribution	contribution	NOUN
fsr-3404	72	23	limit	limit	VERB
fsr-3404	72	24	married	married	ADJ
fsr-3404	72	25	filing	filing	NOUN
fsr-3404	72	26	jointly	jointly	ADV
fsr-3404	72	27	or	or	CCONJ
fsr-3404	72	28	separately	separately	ADV
fsr-3404	72	29	with	with	ADP
fsr-3404	72	30	a	a	DET
fsr-3404	72	31	spouse	spouse	NOUN
fsr-3404	72	32	who	who	PRON
fsr-3404	72	33	is	be	AUX
fsr-3404	72	34	not	not	PART
fsr-3404	72	35	covered	cover	VERB
fsr-3404	72	36	by	by	ADP
fsr-3404	72	37	a	a	DET
fsr-3404	72	38	plan	plan	NOUN
fsr-3404	72	39	at	at	ADP
fsr-3404	72	40	work	work	NOUN
fsr-3404	72	41	any	any	DET
fsr-3404	72	42	amount	amount	NOUN
fsr-3404	72	43	a	a	DET
fsr-3404	72	44	full	full	ADJ
fsr-3404	72	45	deduction	deduction	NOUN
fsr-3404	72	46	up	up	ADP
fsr-3404	72	47	to	to	ADP
fsr-3404	72	48	your	your	PRON
fsr-3404	72	49	contribution	contribution	NOUN
fsr-3404	72	50	limit	limit	VERB
fsr-3404	72	51	married	married	ADJ
fsr-3404	72	52	filing	filing	NOUN
fsr-3404	72	53	jointly	jointly	ADV
fsr-3404	72	54	with	with	ADP
fsr-3404	72	55	a	a	DET
fsr-3404	72	56	spouse	spouse	NOUN
fsr-3404	72	57	who	who	PRON
fsr-3404	72	58	is	be	AUX
fsr-3404	72	59	covered	cover	VERB
fsr-3404	72	60	by	by	ADP
fsr-3404	72	61	a	a	DET
fsr-3404	72	62	plan	plan	NOUN
fsr-3404	72	63	at	at	ADP
fsr-3404	72	64	work	work	NOUN
fsr-3404	72	65	$	$	SYM
fsr-3404	72	66	189,000	189,000	NUM
fsr-3404	72	67	or	or	CCONJ
fsr-3404	72	68	less	less	ADJ
fsr-3404	72	69	a	a	DET
fsr-3404	72	70	full	full	ADJ
fsr-3404	72	71	deduction	deduction	NOUN
fsr-3404	72	72	up	up	ADP
fsr-3404	72	73	to	to	ADP
fsr-3404	72	74	your	your	PRON
fsr-3404	72	75	contribution	contribution	NOUN
fsr-3404	72	76	limit	limit	VERB
fsr-3404	72	77	more	more	ADJ
fsr-3404	72	78	than	than	ADP
fsr-3404	72	79	$	$	SYM
fsr-3404	72	80	189,000	189,000	NUM
fsr-3404	72	81	but	but	CCONJ
fsr-3404	72	82	less	less	ADJ
fsr-3404	72	83	than	than	ADP
fsr-3404	72	84	$	$	SYM
fsr-3404	72	85	199,000	199,000	NUM
fsr-3404	72	86	a	a	DET
fsr-3404	72	87	partial	partial	ADJ
fsr-3404	72	88	deduction	deduction	NOUN
fsr-3404	72	89	$	$	SYM
fsr-3404	72	90	199,000	199,000	NUM
fsr-3404	72	91	or	or	CCONJ
fsr-3404	72	92	more	more	ADJ
fsr-3404	72	93	no	no	DET
fsr-3404	72	94	deduction	deduction	NOUN
fsr-3404	72	95	married	marry	VERB
fsr-3404	72	96	filing	filing	NOUN
fsr-3404	72	97	separately	separately	ADV
fsr-3404	72	98	with	with	ADP
fsr-3404	72	99	a	a	DET
fsr-3404	72	100	spouse	spouse	NOUN
fsr-3404	72	101	who	who	PRON
fsr-3404	72	102	is	be	AUX
fsr-3404	72	103	covered	cover	VERB
fsr-3404	72	104	by	by	ADP
fsr-3404	72	105	a	a	DET
fsr-3404	72	106	plan	plan	NOUN
fsr-3404	72	107	at	at	ADP
fsr-3404	72	108	work	work	NOUN
fsr-3404	72	109	less	less	ADJ
fsr-3404	72	110	than	than	ADP
fsr-3404	72	111	$	$	SYM
fsr-3404	72	112	10,000	10,000	NUM
fsr-3404	72	113	a	a	DET
fsr-3404	72	114	partial	partial	ADJ
fsr-3404	72	115	deduction	deduction	NOUN
fsr-3404	72	116	$	$	SYM
fsr-3404	72	117	10,000	10,000	NUM
fsr-3404	72	118	or	or	CCONJ
fsr-3404	72	119	more	more	ADJ
fsr-3404	72	120	no	no	DET
fsr-3404	72	121	deduction	deduction	NOUN
fsr-3404	72	122	note	note	NOUN
fsr-3404	72	123	:	:	PUNCT
fsr-3404	72	124	magi	magi	PROPN
fsr-3404	72	125	�	�	PROPN
fsr-3404	72	126	modified	modify	VERB
fsr-3404	72	127	adjusted	adjust	VERB
fsr-3404	72	128	gross	gross	ADJ
fsr-3404	72	129	income	income	NOUN
fsr-3404	72	130	.	.	PUNCT
fsr-3404	73	1	348	348	NUM
fsr-3404	73	2	t.	t.	NOUN
fsr-3404	73	3	manuel	manuel	NOUN
fsr-3404	73	4	et	et	PROPN
fsr-3404	73	5	al	al	PROPN
fsr-3404	73	6	.	.	PUNCT
fsr-3404	73	7	/	/	SYM
fsr-3404	73	8	financial	financial	ADJ
fsr-3404	73	9	services	service	NOUN
fsr-3404	73	10	review	review	VERB
fsr-3404	73	11	27	27	NUM
fsr-3404	73	12	(	(	PUNCT
fsr-3404	73	13	2018	2018	NUM
fsr-3404	73	14	)	)	PUNCT
fsr-3404	73	15	345	345	NUM
fsr-3404	73	16	-	-	SYM
fsr-3404	73	17	365	365	NUM
fsr-3404	73	18	panel	panel	NOUN
fsr-3404	73	19	a	a	PRON
fsr-3404	73	20	of	of	ADP
fsr-3404	73	21	table	table	NOUN
fsr-3404	73	22	1	1	NUM
fsr-3404	73	23	provides	provide	VERB
fsr-3404	73	24	deductibility	deductibility	NOUN
fsr-3404	73	25	of	of	ADP
fsr-3404	73	26	a	a	DET
fsr-3404	73	27	traditional	traditional	ADJ
fsr-3404	73	28	ira	ira	PROPN
fsr-3404	73	29	for	for	ADP
fsr-3404	73	30	various	various	ADJ
fsr-3404	73	31	filing	filing	NOUN
fsr-3404	73	32	statuses	status	NOUN
fsr-3404	73	33	for	for	ADP
fsr-3404	73	34	individuals	individual	NOUN
fsr-3404	73	35	that	that	PRON
fsr-3404	73	36	are	be	AUX
fsr-3404	73	37	covered	cover	VERB
fsr-3404	73	38	by	by	ADP
fsr-3404	73	39	a	a	DET
fsr-3404	73	40	retirement	retirement	NOUN
fsr-3404	73	41	plan	plan	NOUN
fsr-3404	73	42	at	at	ADP
fsr-3404	73	43	work	work	NOUN
fsr-3404	73	44	and	and	CCONJ
fsr-3404	73	45	panel	panel	NOUN
fsr-3404	73	46	b	b	PROPN
fsr-3404	73	47	of	of	ADP
fsr-3404	73	48	table	table	NOUN
fsr-3404	73	49	1	1	NUM
fsr-3404	73	50	provides	provide	VERB
fsr-3404	73	51	similar	similar	ADJ
fsr-3404	73	52	information	information	NOUN
fsr-3404	73	53	for	for	ADP
fsr-3404	73	54	those	those	PRON
fsr-3404	73	55	who	who	PRON
fsr-3404	73	56	do	do	AUX
fsr-3404	73	57	not	not	PART
fsr-3404	73	58	have	have	VERB
fsr-3404	73	59	a	a	DET
fsr-3404	73	60	retirement	retirement	NOUN
fsr-3404	73	61	plan	plan	NOUN
fsr-3404	73	62	at	at	ADP
fsr-3404	73	63	work	work	NOUN
fsr-3404	73	64	.	.	PUNCT
fsr-3404	74	1	withdrawals	withdrawal	NOUN
fsr-3404	74	2	from	from	ADP
fsr-3404	74	3	a	a	DET
fsr-3404	74	4	traditional	traditional	ADJ
fsr-3404	74	5	ira	ira	PROPN
fsr-3404	74	6	in	in	ADP
fsr-3404	74	7	retirement	retirement	NOUN
fsr-3404	74	8	can	can	AUX
fsr-3404	74	9	cause	cause	VERB
fsr-3404	74	10	social	social	ADJ
fsr-3404	74	11	security	security	NOUN
fsr-3404	74	12	benefits	benefit	NOUN
fsr-3404	74	13	to	to	PART
fsr-3404	74	14	be	be	AUX
fsr-3404	74	15	taxable	taxable	ADJ
fsr-3404	74	16	,	,	PUNCT
fsr-3404	74	17	although	although	SCONJ
fsr-3404	74	18	adelman	adelman	NOUN
fsr-3404	74	19	and	and	CCONJ
fsr-3404	74	20	cross	cross	PROPN
fsr-3404	74	21	(	(	PUNCT
fsr-3404	74	22	2010	2010	NUM
fsr-3404	74	23	)	)	PUNCT
fsr-3404	74	24	suggest	suggest	VERB
fsr-3404	74	25	that	that	SCONJ
fsr-3404	74	26	this	this	PRON
fsr-3404	74	27	does	do	AUX
fsr-3404	74	28	not	not	PART
fsr-3404	74	29	usually	usually	ADV
fsr-3404	74	30	result	result	VERB
fsr-3404	74	31	in	in	ADP
fsr-3404	74	32	a	a	DET
fsr-3404	74	33	very	very	ADV
fsr-3404	74	34	large	large	ADJ
fsr-3404	74	35	increase	increase	NOUN
fsr-3404	74	36	in	in	ADP
fsr-3404	74	37	taxes	taxis	NOUN
fsr-3404	74	38	.	.	PUNCT
fsr-3404	75	1	medicare	medicare	NOUN
fsr-3404	75	2	premiums	premium	NOUN
fsr-3404	75	3	may	may	AUX
fsr-3404	75	4	also	also	ADV
fsr-3404	75	5	increase	increase	VERB
fsr-3404	75	6	with	with	ADP
fsr-3404	75	7	increased	increase	VERB
fsr-3404	75	8	income	income	NOUN
fsr-3404	75	9	resulting	result	VERB
fsr-3404	75	10	from	from	ADP
fsr-3404	75	11	a	a	DET
fsr-3404	75	12	traditional	traditional	ADJ
fsr-3404	75	13	ira	ira	PROPN
fsr-3404	75	14	withdrawal	withdrawal	NOUN
fsr-3404	75	15	,	,	PUNCT
fsr-3404	75	16	but	but	CCONJ
fsr-3404	75	17	not	not	PART
fsr-3404	75	18	from	from	ADP
fsr-3404	75	19	a	a	DET
fsr-3404	75	20	roth	roth	NOUN
fsr-3404	75	21	.	.	PUNCT
fsr-3404	76	1	a	a	DET
fsr-3404	76	2	traditional	traditional	ADJ
fsr-3404	76	3	ira	ira	PROPN
fsr-3404	76	4	also	also	ADV
fsr-3404	76	5	has	have	VERB
fsr-3404	76	6	a	a	DET
fsr-3404	76	7	valuable	valuable	ADJ
fsr-3404	76	8	option	option	NOUN
fsr-3404	76	9	component	component	NOUN
fsr-3404	76	10	(	(	PUNCT
fsr-3404	76	11	baxendale	baxendale	NOUN
fsr-3404	76	12	and	and	CCONJ
fsr-3404	76	13	coppage	coppage	NOUN
fsr-3404	76	14	,	,	PUNCT
fsr-3404	76	15	2014	2014	NUM
fsr-3404	76	16	)	)	PUNCT
fsr-3404	76	17	.	.	PUNCT
fsr-3404	77	1	under	under	ADP
fsr-3404	77	2	existing	exist	VERB
fsr-3404	77	3	tax	tax	NOUN
fsr-3404	77	4	rules	rule	NOUN
fsr-3404	77	5	all	all	PRON
fsr-3404	77	6	or	or	CCONJ
fsr-3404	77	7	part	part	NOUN
fsr-3404	77	8	of	of	ADP
fsr-3404	77	9	traditional	traditional	ADJ
fsr-3404	77	10	iras	ira	NOUN
fsr-3404	77	11	can	can	AUX
fsr-3404	77	12	be	be	AUX
fsr-3404	77	13	converted	convert	VERB
fsr-3404	77	14	to	to	ADP
fsr-3404	77	15	roth	roth	PROPN
fsr-3404	77	16	iras	ira	NOUN
fsr-3404	77	17	(	(	PUNCT
fsr-3404	77	18	termed	term	VERB
fsr-3404	77	19	an	an	DET
fsr-3404	77	20	ira	ira	PROPN
fsr-3404	77	21	rollover	rollover	PROPN
fsr-3404	77	22	)	)	PUNCT
fsr-3404	77	23	.	.	PUNCT
fsr-3404	78	1	this	this	DET
fsr-3404	78	2	option	option	NOUN
fsr-3404	78	3	is	be	AUX
fsr-3404	78	4	preserved	preserve	VERB
fsr-3404	78	5	under	under	ADP
fsr-3404	78	6	the	the	DET
fsr-3404	78	7	2018	2018	NUM
fsr-3404	78	8	tcja	tcja	NOUN
fsr-3404	78	9	,	,	PUNCT
fsr-3404	78	10	although	although	SCONJ
fsr-3404	78	11	the	the	DET
fsr-3404	78	12	ability	ability	NOUN
fsr-3404	78	13	to	to	PART
fsr-3404	78	14	switch	switch	VERB
fsr-3404	78	15	back	back	ADV
fsr-3404	78	16	to	to	ADP
fsr-3404	78	17	a	a	DET
fsr-3404	78	18	traditional	traditional	ADJ
fsr-3404	78	19	ira	ira	PROPN
fsr-3404	78	20	was	be	AUX
fsr-3404	78	21	eliminated	eliminate	VERB
fsr-3404	78	22	in	in	ADP
fsr-3404	78	23	the	the	DET
fsr-3404	78	24	new	new	ADJ
fsr-3404	78	25	tax	tax	NOUN
fsr-3404	78	26	bill	bill	NOUN
fsr-3404	78	27	.	.	PUNCT
fsr-3404	79	1	2.4	2.4	NUM
fsr-3404	79	2	.	.	PUNCT
fsr-3404	80	1	additional	additional	ADJ
fsr-3404	80	2	tax	tax	NOUN
fsr-3404	80	3	considerations	consideration	NOUN
fsr-3404	80	4	for	for	ADP
fsr-3404	80	5	roth	roth	PROPN
fsr-3404	80	6	iras	ira	NOUN
fsr-3404	80	7	unlike	unlike	ADP
fsr-3404	80	8	a	a	DET
fsr-3404	80	9	traditional	traditional	ADJ
fsr-3404	80	10	ira	ira	PROPN
fsr-3404	80	11	,	,	PUNCT
fsr-3404	80	12	the	the	DET
fsr-3404	80	13	principal	principal	NOUN
fsr-3404	80	14	invested	invest	VERB
fsr-3404	80	15	in	in	ADP
fsr-3404	80	16	a	a	DET
fsr-3404	80	17	roth	roth	NOUN
fsr-3404	80	18	ira	ira	PROPN
fsr-3404	80	19	can	can	AUX
fsr-3404	80	20	generally	generally	ADV
fsr-3404	80	21	be	be	AUX
fsr-3404	80	22	withdrawn	withdraw	VERB
fsr-3404	80	23	without	without	ADP
fsr-3404	80	24	taxation	taxation	NOUN
fsr-3404	80	25	before	before	ADP
fsr-3404	80	26	age	age	NOUN
fsr-3404	80	27	591⁄2	591⁄2	PROPN
fsr-3404	80	28	if	if	SCONJ
fsr-3404	80	29	the	the	DET
fsr-3404	80	30	funds	fund	NOUN
fsr-3404	80	31	have	have	AUX
fsr-3404	80	32	been	be	AUX
fsr-3404	80	33	invested	invest	VERB
fsr-3404	80	34	for	for	ADP
fsr-3404	80	35	at	at	ADV
fsr-3404	80	36	least	least	ADV
fsr-3404	80	37	five	five	NUM
fsr-3404	80	38	years	year	NOUN
fsr-3404	80	39	.	.	PUNCT
fsr-3404	81	1	not	not	PART
fsr-3404	81	2	all	all	DET
fsr-3404	81	3	investors	investor	NOUN
fsr-3404	81	4	can	can	AUX
fsr-3404	81	5	make	make	VERB
fsr-3404	81	6	roth	roth	NOUN
fsr-3404	81	7	contributions	contribution	NOUN
fsr-3404	81	8	.	.	PUNCT
fsr-3404	82	1	if	if	SCONJ
fsr-3404	82	2	an	an	DET
fsr-3404	82	3	investor	investor	NOUN
fsr-3404	82	4	makes	make	VERB
fsr-3404	82	5	more	more	ADJ
fsr-3404	82	6	than	than	ADP
fsr-3404	82	7	$	$	SYM
fsr-3404	82	8	199,000	199,000	NUM
fsr-3404	82	9	in	in	ADP
fsr-3404	82	10	2018	2018	NUM
fsr-3404	82	11	and	and	CCONJ
fsr-3404	82	12	has	have	VERB
fsr-3404	82	13	a	a	DET
fsr-3404	82	14	tax	tax	NOUN
fsr-3404	82	15	status	status	NOUN
fsr-3404	82	16	of	of	ADP
fsr-3404	82	17	married	married	ADJ
fsr-3404	82	18	filing	filing	NOUN
fsr-3404	82	19	jointly	jointly	ADV
fsr-3404	82	20	then	then	ADV
fsr-3404	82	21	the	the	DET
fsr-3404	82	22	person	person	NOUN
fsr-3404	82	23	can	can	AUX
fsr-3404	82	24	not	not	PART
fsr-3404	82	25	contribute	contribute	VERB
fsr-3404	82	26	to	to	ADP
fsr-3404	82	27	a	a	DET
fsr-3404	82	28	roth	roth	PROPN
fsr-3404	82	29	ira	ira	PROPN
fsr-3404	82	30	account	account	PROPN
fsr-3404	82	31	,	,	PUNCT
fsr-3404	82	32	although	although	SCONJ
fsr-3404	82	33	this	this	DET
fsr-3404	82	34	income	income	NOUN
fsr-3404	82	35	level	level	NOUN
fsr-3404	82	36	increases	increase	VERB
fsr-3404	82	37	over	over	ADP
fsr-3404	82	38	time	time	NOUN
fsr-3404	82	39	.	.	PUNCT
fsr-3404	83	1	if	if	SCONJ
fsr-3404	83	2	a	a	DET
fsr-3404	83	3	person	person	NOUN
fsr-3404	83	4	is	be	AUX
fsr-3404	83	5	single	single	ADJ
fsr-3404	83	6	,	,	PUNCT
fsr-3404	83	7	head	head	NOUN
fsr-3404	83	8	of	of	ADP
fsr-3404	83	9	household	household	NOUN
fsr-3404	83	10	or	or	CCONJ
fsr-3404	83	11	married	married	ADJ
fsr-3404	83	12	filing	file	VERB
fsr-3404	83	13	separately	separately	ADV
fsr-3404	83	14	the	the	DET
fsr-3404	83	15	individual	individual	NOUN
fsr-3404	83	16	can	can	AUX
fsr-3404	83	17	not	not	PART
fsr-3404	83	18	contribute	contribute	VERB
fsr-3404	83	19	to	to	ADP
fsr-3404	83	20	a	a	DET
fsr-3404	83	21	roth	roth	NOUN
fsr-3404	83	22	if	if	SCONJ
fsr-3404	83	23	they	they	PRON
fsr-3404	83	24	make	make	VERB
fsr-3404	83	25	more	more	ADJ
fsr-3404	83	26	than	than	ADP
fsr-3404	83	27	$	$	SYM
fsr-3404	83	28	135,000	135,000	NUM
fsr-3404	83	29	,	,	PUNCT
fsr-3404	83	30	although	although	SCONJ
fsr-3404	83	31	this	this	DET
fsr-3404	83	32	income	income	NOUN
fsr-3404	83	33	level	level	NOUN
fsr-3404	83	34	also	also	ADV
fsr-3404	83	35	increases	increase	VERB
fsr-3404	83	36	over	over	ADP
fsr-3404	83	37	time.5	time.5	NOUN
fsr-3404	83	38	the	the	DET
fsr-3404	83	39	contribution	contribution	NOUN
fsr-3404	83	40	limits	limit	NOUN
fsr-3404	83	41	are	be	AUX
fsr-3404	83	42	the	the	DET
fsr-3404	83	43	same	same	ADJ
fsr-3404	83	44	for	for	ADP
fsr-3404	83	45	the	the	DET
fsr-3404	83	46	traditional	traditional	ADJ
fsr-3404	83	47	and	and	CCONJ
fsr-3404	83	48	the	the	DET
fsr-3404	83	49	roth	roth	PROPN
fsr-3404	83	50	ira	ira	PROPN
fsr-3404	83	51	and	and	CCONJ
fsr-3404	83	52	the	the	DET
fsr-3404	83	53	limit	limit	NOUN
fsr-3404	83	54	is	be	AUX
fsr-3404	83	55	cumulative	cumulative	ADJ
fsr-3404	83	56	for	for	ADP
fsr-3404	83	57	the	the	DET
fsr-3404	83	58	two	two	NUM
fsr-3404	83	59	in	in	ADP
fsr-3404	83	60	a	a	DET
fsr-3404	83	61	given	give	VERB
fsr-3404	83	62	tax	tax	NOUN
fsr-3404	83	63	year	year	NOUN
fsr-3404	83	64	.	.	PUNCT
fsr-3404	84	1	excessive	excessive	ADJ
fsr-3404	84	2	contributions	contribution	NOUN
fsr-3404	84	3	to	to	ADP
fsr-3404	84	4	either	either	DET
fsr-3404	84	5	type	type	NOUN
fsr-3404	84	6	of	of	ADP
fsr-3404	84	7	ira	ira	PROPN
fsr-3404	84	8	result	result	NOUN
fsr-3404	84	9	in	in	ADP
fsr-3404	84	10	a	a	DET
fsr-3404	84	11	six	six	NUM
fsr-3404	84	12	percent	percent	NOUN
fsr-3404	84	13	tax	tax	NOUN
fsr-3404	84	14	penalty	penalty	NOUN
fsr-3404	84	15	that	that	PRON
fsr-3404	84	16	is	be	AUX
fsr-3404	84	17	imposed	impose	VERB
fsr-3404	84	18	each	each	DET
fsr-3404	84	19	year	year	NOUN
fsr-3404	84	20	until	until	SCONJ
fsr-3404	84	21	the	the	DET
fsr-3404	84	22	excessive	excessive	ADJ
fsr-3404	84	23	contribution	contribution	NOUN
fsr-3404	84	24	and	and	CCONJ
fsr-3404	84	25	its	its	PRON
fsr-3404	84	26	earnings	earning	NOUN
fsr-3404	84	27	are	be	AUX
fsr-3404	84	28	removed	remove	VERB
fsr-3404	84	29	.	.	PUNCT
fsr-3404	85	1	an	an	DET
fsr-3404	85	2	investor	investor	NOUN
fsr-3404	85	3	must	must	AUX
fsr-3404	85	4	also	also	ADV
fsr-3404	85	5	file	file	VERB
fsr-3404	85	6	form	form	NOUN
fsr-3404	85	7	5329	5329	NUM
fsr-3404	85	8	,	,	PUNCT
fsr-3404	85	9	or	or	CCONJ
fsr-3404	85	10	face	face	VERB
fsr-3404	85	11	an	an	DET
fsr-3404	85	12	additional	additional	ADJ
fsr-3404	85	13	tax	tax	NOUN
fsr-3404	85	14	of	of	ADP
fsr-3404	85	15	up	up	ADP
fsr-3404	85	16	to	to	PART
fsr-3404	85	17	25	25	NUM
fsr-3404	85	18	%	%	NOUN
fsr-3404	85	19	of	of	ADP
fsr-3404	85	20	the	the	DET
fsr-3404	85	21	excise	excise	NOUN
fsr-3404	85	22	tax	tax	NOUN
fsr-3404	85	23	.	.	PUNCT
fsr-3404	86	1	see	see	VERB
fsr-3404	86	2	the	the	DET
fsr-3404	86	3	irs	irs	PROPN
fsr-3404	86	4	explanation	explanation	NOUN
fsr-3404	86	5	titled	title	VERB
fsr-3404	86	6	,	,	PUNCT
fsr-3404	86	7	“	"	PUNCT
fsr-3404	86	8	about	about	ADP
fsr-3404	86	9	form	form	NOUN
fsr-3404	86	10	5329	5329	NUM
fsr-3404	86	11	,	,	PUNCT
fsr-3404	86	12	additional	additional	ADJ
fsr-3404	86	13	taxes	taxis	NOUN
fsr-3404	86	14	on	on	ADP
fsr-3404	86	15	qualified	qualified	ADJ
fsr-3404	86	16	plans	plan	NOUN
fsr-3404	86	17	(	(	PUNCT
fsr-3404	86	18	including	include	VERB
fsr-3404	86	19	iras	ira	NOUN
fsr-3404	86	20	)	)	PUNCT
fsr-3404	86	21	and	and	CCONJ
fsr-3404	86	22	other	other	ADJ
fsr-3404	86	23	tax	tax	NOUN
fsr-3404	86	24	-	-	PUNCT
fsr-3404	86	25	favored	favor	VERB
fsr-3404	86	26	accounts	account	NOUN
fsr-3404	86	27	”	"	PUNCT
fsr-3404	86	28	found	find	VERB
fsr-3404	86	29	at	at	ADP
fsr-3404	86	30	https://www.irs.gov/forms-pubs/	https://www.irs.gov/forms-pubs/	PROPN
fsr-3404	86	31	about	about	ADP
fsr-3404	86	32	-	-	PUNCT
fsr-3404	86	33	form-5329	form-5329	NOUN
fsr-3404	86	34	or	or	CCONJ
fsr-3404	86	35	the	the	DET
fsr-3404	86	36	general	general	ADJ
fsr-3404	86	37	discussion	discussion	NOUN
fsr-3404	86	38	provided	provide	VERB
fsr-3404	86	39	by	by	ADP
fsr-3404	86	40	reichert	reichert	PROPN
fsr-3404	86	41	(	(	PUNCT
fsr-3404	86	42	2011	2011	NUM
fsr-3404	86	43	)	)	PUNCT
fsr-3404	86	44	.	.	PUNCT
fsr-3404	87	1	2.5	2.5	NUM
fsr-3404	87	2	.	.	PUNCT
fsr-3404	88	1	math	math	NOUN
fsr-3404	88	2	models	model	NOUN
fsr-3404	88	3	of	of	ADP
fsr-3404	88	4	future	future	ADJ
fsr-3404	88	5	values	value	NOUN
fsr-3404	88	6	of	of	ADP
fsr-3404	88	7	traditional	traditional	ADJ
fsr-3404	88	8	and	and	CCONJ
fsr-3404	88	9	roth	roth	NOUN
fsr-3404	88	10	iras	ira	NOUN
fsr-3404	88	11	with	with	ADP
fsr-3404	88	12	constant	constant	ADJ
fsr-3404	88	13	returns	return	NOUN
fsr-3404	88	14	and	and	CCONJ
fsr-3404	88	15	the	the	DET
fsr-3404	88	16	impact	impact	NOUN
fsr-3404	88	17	of	of	ADP
fsr-3404	88	18	the	the	DET
fsr-3404	88	19	tcja	tcja	NOUN
fsr-3404	88	20	examining	examine	VERB
fsr-3404	88	21	mathematical	mathematical	ADJ
fsr-3404	88	22	models	model	NOUN
fsr-3404	88	23	comparing	compare	VERB
fsr-3404	88	24	the	the	DET
fsr-3404	88	25	future	future	ADJ
fsr-3404	88	26	value	value	NOUN
fsr-3404	88	27	of	of	ADP
fsr-3404	88	28	a	a	DET
fsr-3404	88	29	traditional	traditional	ADJ
fsr-3404	88	30	and	and	CCONJ
fsr-3404	88	31	a	a	DET
fsr-3404	88	32	roth	roth	PROPN
fsr-3404	88	33	ira	ira	PROPN
fsr-3404	88	34	can	can	AUX
fsr-3404	88	35	highlight	highlight	VERB
fsr-3404	88	36	the	the	DET
fsr-3404	88	37	impacts	impact	NOUN
fsr-3404	88	38	of	of	ADP
fsr-3404	88	39	the	the	DET
fsr-3404	88	40	new	new	ADJ
fsr-3404	88	41	tax	tax	NOUN
fsr-3404	88	42	law	law	NOUN
fsr-3404	88	43	on	on	ADP
fsr-3404	88	44	the	the	DET
fsr-3404	88	45	choice	choice	NOUN
fsr-3404	88	46	.	.	PUNCT
fsr-3404	89	1	one	one	PRON
fsr-3404	89	2	can	can	AUX
fsr-3404	89	3	not	not	PART
fsr-3404	89	4	compare	compare	VERB
fsr-3404	89	5	equal	equal	ADJ
fsr-3404	89	6	dollar	dollar	NOUN
fsr-3404	89	7	investments	investment	NOUN
fsr-3404	89	8	in	in	ADP
fsr-3404	89	9	a	a	DET
fsr-3404	89	10	qualifying	qualify	VERB
fsr-3404	89	11	traditional	traditional	ADJ
fsr-3404	89	12	and	and	CCONJ
fsr-3404	89	13	roth	roth	PROPN
fsr-3404	89	14	ira	ira	PROPN
fsr-3404	89	15	because	because	SCONJ
fsr-3404	89	16	investments	investment	NOUN
fsr-3404	89	17	in	in	ADP
fsr-3404	89	18	the	the	DET
fsr-3404	89	19	roth	roth	NOUN
fsr-3404	89	20	are	be	AUX
fsr-3404	89	21	after	after	ADP
fsr-3404	89	22	-	-	PUNCT
fsr-3404	89	23	tax	tax	NOUN
fsr-3404	89	24	,	,	PUNCT
fsr-3404	89	25	but	but	CCONJ
fsr-3404	89	26	are	be	AUX
fsr-3404	89	27	pre	pre	ADJ
fsr-3404	89	28	-	-	NOUN
fsr-3404	89	29	tax	tax	NOUN
fsr-3404	89	30	in	in	ADP
fsr-3404	89	31	a	a	DET
fsr-3404	89	32	traditional	traditional	ADJ
fsr-3404	89	33	ira	ira	PROPN
fsr-3404	89	34	.	.	PUNCT
fsr-3404	90	1	most	most	ADJ
fsr-3404	90	2	literature	literature	PROPN
fsr-3404	90	3	comparing	compare	VERB
fsr-3404	90	4	the	the	DET
fsr-3404	90	5	two	two	NUM
fsr-3404	90	6	performs	perform	NOUN
fsr-3404	90	7	an	an	DET
fsr-3404	90	8	adjustment	adjustment	NOUN
fsr-3404	90	9	to	to	PART
fsr-3404	90	10	put	put	VERB
fsr-3404	90	11	the	the	DET
fsr-3404	90	12	two	two	NUM
fsr-3404	90	13	on	on	ADP
fsr-3404	90	14	the	the	DET
fsr-3404	90	15	same	same	ADJ
fsr-3404	90	16	after	after	ADP
fsr-3404	90	17	-	-	PUNCT
fsr-3404	90	18	tax	tax	NOUN
fsr-3404	90	19	basis.6	basis.6	PROPN
fsr-3404	90	20	because	because	SCONJ
fsr-3404	90	21	investing	invest	VERB
fsr-3404	90	22	x	x	X
fsr-3404	90	23	dollars	dollar	NOUN
fsr-3404	90	24	in	in	ADP
fsr-3404	90	25	a	a	DET
fsr-3404	90	26	traditional	traditional	ADJ
fsr-3404	90	27	ira	ira	PROPN
fsr-3404	90	28	generates	generate	VERB
fsr-3404	90	29	a	a	DET
fsr-3404	90	30	tax	tax	NOUN
fsr-3404	90	31	deduction	deduction	NOUN
fsr-3404	90	32	that	that	PRON
fsr-3404	90	33	can	can	AUX
fsr-3404	90	34	be	be	AUX
fsr-3404	90	35	invested	invest	VERB
fsr-3404	90	36	,	,	PUNCT
fsr-3404	90	37	many	many	ADJ
fsr-3404	90	38	models	model	NOUN
fsr-3404	90	39	compare	compare	VERB
fsr-3404	90	40	the	the	DET
fsr-3404	90	41	future	future	ADJ
fsr-3404	90	42	value	value	NOUN
fsr-3404	90	43	at	at	ADP
fsr-3404	90	44	retirement	retirement	NOUN
fsr-3404	90	45	(	(	PUNCT
fsr-3404	90	46	or	or	CCONJ
fsr-3404	90	47	an	an	DET
fsr-3404	90	48	annuity	annuity	NOUN
fsr-3404	90	49	beginning	begin	VERB
fsr-3404	90	50	at	at	ADP
fsr-3404	90	51	retirement	retirement	NOUN
fsr-3404	90	52	)	)	PUNCT
fsr-3404	90	53	of	of	ADP
fsr-3404	90	54	the	the	DET
fsr-3404	90	55	traditional	traditional	ADJ
fsr-3404	90	56	ira	ira	PROPN
fsr-3404	90	57	after	after	ADP
fsr-3404	90	58	-	-	PUNCT
fsr-3404	90	59	tax	tax	NOUN
fsr-3404	90	60	plus	plus	CCONJ
fsr-3404	90	61	the	the	DET
fsr-3404	90	62	future	future	ADJ
fsr-3404	90	63	value	value	NOUN
fsr-3404	90	64	of	of	ADP
fsr-3404	90	65	the	the	DET
fsr-3404	90	66	extra	extra	ADJ
fsr-3404	90	67	amount	amount	NOUN
fsr-3404	90	68	invested	invest	VERB
fsr-3404	90	69	as	as	ADP
fsr-3404	90	70	the	the	DET
fsr-3404	90	71	result	result	NOUN
fsr-3404	90	72	of	of	ADP
fsr-3404	90	73	the	the	DET
fsr-3404	90	74	deduction	deduction	NOUN
fsr-3404	90	75	(	(	PUNCT
fsr-3404	90	76	see	see	VERB
fsr-3404	90	77	for	for	ADP
fsr-3404	90	78	instance	instance	NOUN
fsr-3404	90	79	horan	horan	PROPN
fsr-3404	90	80	,	,	PUNCT
fsr-3404	90	81	2002	2002	NUM
fsr-3404	90	82	,	,	PUNCT
fsr-3404	90	83	2003	2003	NUM
fsr-3404	90	84	)	)	PUNCT
fsr-3404	90	85	.	.	PUNCT
fsr-3404	91	1	because	because	SCONJ
fsr-3404	91	2	the	the	DET
fsr-3404	91	3	value	value	NOUN
fsr-3404	91	4	of	of	ADP
fsr-3404	91	5	the	the	DET
fsr-3404	91	6	deduction	deduction	NOUN
fsr-3404	91	7	is	be	AUX
fsr-3404	91	8	the	the	DET
fsr-3404	91	9	tax	tax	NOUN
fsr-3404	91	10	rate	rate	NOUN
fsr-3404	91	11	at	at	ADP
fsr-3404	91	12	contribution	contribution	NOUN
fsr-3404	91	13	times	time	NOUN
fsr-3404	91	14	the	the	DET
fsr-3404	91	15	deduction	deduction	NOUN
fsr-3404	91	16	,	,	PUNCT
fsr-3404	91	17	it	it	PRON
fsr-3404	91	18	is	be	AUX
fsr-3404	91	19	easy	easy	ADJ
fsr-3404	91	20	to	to	PART
fsr-3404	91	21	set	set	VERB
fsr-3404	91	22	up	up	ADP
fsr-3404	91	23	a	a	DET
fsr-3404	91	24	comparison	comparison	NOUN
fsr-3404	91	25	of	of	ADP
fsr-3404	91	26	the	the	DET
fsr-3404	91	27	future	future	ADJ
fsr-3404	91	28	values	value	NOUN
fsr-3404	91	29	after	after	ADP
fsr-3404	91	30	-	-	PUNCT
fsr-3404	91	31	tax	tax	NOUN
fsr-3404	91	32	of	of	ADP
fsr-3404	91	33	the	the	DET
fsr-3404	91	34	two	two	NUM
fsr-3404	91	35	alternatives	alternative	NOUN
fsr-3404	91	36	.	.	PUNCT
fsr-3404	92	1	the	the	DET
fsr-3404	92	2	latter	latter	ADJ
fsr-3404	92	3	amount	amount	NOUN
fsr-3404	92	4	is	be	AUX
fsr-3404	92	5	usually	usually	ADV
fsr-3404	92	6	assumed	assume	VERB
fsr-3404	92	7	to	to	PART
fsr-3404	92	8	be	be	AUX
fsr-3404	92	9	invested	invest	VERB
fsr-3404	92	10	349	349	NUM
fsr-3404	92	11	t.	t.	NOUN
fsr-3404	92	12	manuel	manuel	NOUN
fsr-3404	92	13	et	et	PROPN
fsr-3404	92	14	al	al	PROPN
fsr-3404	92	15	.	.	PUNCT
fsr-3404	92	16	/	/	SYM
fsr-3404	92	17	financial	financial	ADJ
fsr-3404	92	18	services	service	NOUN
fsr-3404	92	19	review	review	VERB
fsr-3404	92	20	27	27	NUM
fsr-3404	92	21	(	(	PUNCT
fsr-3404	92	22	2018	2018	NUM
fsr-3404	92	23	)	)	PUNCT
fsr-3404	92	24	345	345	NUM
fsr-3404	92	25	-	-	SYM
fsr-3404	92	26	365	365	NUM
fsr-3404	92	27	in	in	ADP
fsr-3404	92	28	a	a	DET
fsr-3404	92	29	taxable	taxable	ADJ
fsr-3404	92	30	account	account	NOUN
fsr-3404	92	31	.	.	PUNCT
fsr-3404	93	1	one	one	NUM
fsr-3404	93	2	then	then	ADV
fsr-3404	93	3	compares	compare	VERB
fsr-3404	93	4	this	this	DET
fsr-3404	93	5	sum	sum	NOUN
fsr-3404	93	6	to	to	ADP
fsr-3404	93	7	the	the	DET
fsr-3404	93	8	future	future	ADJ
fsr-3404	93	9	value	value	NOUN
fsr-3404	93	10	of	of	ADP
fsr-3404	93	11	x	x	SYM
fsr-3404	93	12	dollars	dollar	NOUN
fsr-3404	93	13	invested	invest	VERB
fsr-3404	93	14	in	in	ADP
fsr-3404	93	15	a	a	DET
fsr-3404	93	16	roth	roth	PROPN
fsr-3404	93	17	ira	ira	PROPN
fsr-3404	93	18	.	.	PUNCT
fsr-3404	94	1	in	in	ADP
fsr-3404	94	2	particular	particular	ADJ
fsr-3404	94	3	,	,	PUNCT
fsr-3404	94	4	the	the	DET
fsr-3404	94	5	traditional	traditional	ADJ
fsr-3404	94	6	ira	ira	PROPN
fsr-3404	94	7	combined	combine	VERB
fsr-3404	94	8	with	with	ADP
fsr-3404	94	9	a	a	DET
fsr-3404	94	10	taxable	taxable	ADJ
fsr-3404	94	11	investment	investment	NOUN
fsr-3404	94	12	will	will	AUX
fsr-3404	94	13	be	be	AUX
fsr-3404	94	14	preferable	preferable	ADJ
fsr-3404	94	15	to	to	ADP
fsr-3404	94	16	the	the	DET
fsr-3404	94	17	roth	roth	PROPN
fsr-3404	94	18	ira	ira	PROPN
fsr-3404	95	1	if	if	SCONJ
fsr-3404	95	2	the	the	DET
fsr-3404	95	3	future	future	ADJ
fsr-3404	95	4	value	value	NOUN
fsr-3404	95	5	of	of	ADP
fsr-3404	95	6	traditional	traditional	ADJ
fsr-3404	95	7	ira	ira	PROPN
fsr-3404	95	8	�	�	PROPN
fsr-3404	95	9	future	future	ADJ
fsr-3404	95	10	value	value	NOUN
fsr-3404	95	11	of	of	ADP
fsr-3404	95	12	taxable	taxable	ADJ
fsr-3404	95	13	investment	investment	NOUN
fsr-3404	95	14	�	�	NOUN
fsr-3404	95	15	future	future	ADJ
fsr-3404	95	16	value	value	NOUN
fsr-3404	95	17	of	of	ADP
fsr-3404	95	18	roth	roth	PROPN
fsr-3404	95	19	ira	ira	PROPN
fsr-3404	95	20	or	or	CCONJ
fsr-3404	95	21	if	if	SCONJ
fsr-3404	95	22	(	(	PUNCT
fsr-3404	95	23	1	1	NUM
fsr-3404	95	24	�	�	PROPN
fsr-3404	95	25	r)n	r)n	NOUN
fsr-3404	95	26	�	�	PROPN
fsr-3404	95	27	1	1	NUM
fsr-3404	95	28	�	�	PROPN
fsr-3404	95	29	tw	tw	NUM
fsr-3404	95	30	�	�	PROPN
fsr-3404	95	31	�	�	PROPN
fsr-3404	95	32	tc	tc	NUM
fsr-3404	95	33	�	�	PROPN
fsr-3404	95	34	1	1	NUM
fsr-3404	95	35	�	�	PROPN
fsr-3404	95	36	r	r	NOUN
fsr-3404	95	37	�	�	PROPN
fsr-3404	95	38	1	1	NUM
fsr-3404	95	39	�	�	PROPN
fsr-3404	95	40	tc	tc	NUM
fsr-3404	95	41	�	�	PROPN
fsr-3404	95	42	�	�	PROPN
fsr-3404	95	43	n	n	CCONJ
fsr-3404	95	44	�	�	PROPN
fsr-3404	95	45	�	�	PROPN
fsr-3404	95	46	1	1	NUM
fsr-3404	95	47	�	�	PROPN
fsr-3404	95	48	r	r	NOUN
fsr-3404	95	49	�	�	PROPN
fsr-3404	95	50	n	n	CCONJ
fsr-3404	95	51	(	(	PUNCT
fsr-3404	95	52	1	1	NUM
fsr-3404	95	53	)	)	PUNCT
fsr-3404	95	54	where	where	SCONJ
fsr-3404	95	55	r	r	NOUN
fsr-3404	95	56	is	be	AUX
fsr-3404	95	57	the	the	DET
fsr-3404	95	58	constant	constant	ADJ
fsr-3404	95	59	pre	pre	ADJ
fsr-3404	95	60	-	-	ADJ
fsr-3404	95	61	tax	tax	ADJ
fsr-3404	95	62	rate	rate	NOUN
fsr-3404	95	63	of	of	ADP
fsr-3404	95	64	return	return	NOUN
fsr-3404	95	65	,	,	PUNCT
fsr-3404	95	66	n	n	PRON
fsr-3404	95	67	is	be	AUX
fsr-3404	95	68	the	the	DET
fsr-3404	95	69	number	number	NOUN
fsr-3404	95	70	of	of	ADP
fsr-3404	95	71	years	year	NOUN
fsr-3404	95	72	to	to	ADP
fsr-3404	95	73	retirement	retirement	NOUN
fsr-3404	95	74	,	,	PUNCT
fsr-3404	95	75	tc	tc	PROPN
fsr-3404	95	76	is	be	AUX
fsr-3404	95	77	the	the	DET
fsr-3404	95	78	tax	tax	NOUN
fsr-3404	95	79	rate	rate	NOUN
fsr-3404	95	80	at	at	ADP
fsr-3404	95	81	contribution	contribution	NOUN
fsr-3404	95	82	and	and	CCONJ
fsr-3404	95	83	tw	tw	NOUN
fsr-3404	95	84	is	be	AUX
fsr-3404	95	85	the	the	DET
fsr-3404	95	86	tax	tax	NOUN
fsr-3404	95	87	rate	rate	NOUN
fsr-3404	95	88	upon	upon	SCONJ
fsr-3404	95	89	withdrawal.7	withdrawal.7	ADP
fsr-3404	95	90	withdrawals	withdrawal	NOUN
fsr-3404	95	91	are	be	AUX
fsr-3404	95	92	assumed	assume	VERB
fsr-3404	95	93	to	to	PART
fsr-3404	95	94	begin	begin	VERB
fsr-3404	95	95	after	after	ADP
fsr-3404	95	96	age	age	NOUN
fsr-3404	95	97	591⁄2	591⁄2	PROPN
fsr-3404	95	98	and	and	CCONJ
fsr-3404	95	99	at	at	ADV
fsr-3404	95	100	least	least	ADV
fsr-3404	95	101	5	5	NUM
fsr-3404	95	102	years	year	NOUN
fsr-3404	95	103	after	after	SCONJ
fsr-3404	95	104	the	the	DET
fsr-3404	95	105	funds	fund	NOUN
fsr-3404	95	106	are	be	AUX
fsr-3404	95	107	invested	invest	VERB
fsr-3404	95	108	so	so	SCONJ
fsr-3404	95	109	that	that	SCONJ
fsr-3404	95	110	there	there	PRON
fsr-3404	95	111	are	be	VERB
fsr-3404	95	112	no	no	DET
fsr-3404	95	113	tax	tax	NOUN
fsr-3404	95	114	penalties	penalty	NOUN
fsr-3404	95	115	.	.	PUNCT
fsr-3404	96	1	sibley	sibley	PROPN
fsr-3404	96	2	(	(	PUNCT
fsr-3404	96	3	2002	2002	NUM
fsr-3404	96	4	)	)	PUNCT
fsr-3404	96	5	and	and	CCONJ
fsr-3404	96	6	various	various	ADJ
fsr-3404	96	7	others	other	NOUN
fsr-3404	96	8	model	model	VERB
fsr-3404	96	9	the	the	DET
fsr-3404	96	10	future	future	ADJ
fsr-3404	96	11	values	value	NOUN
fsr-3404	96	12	of	of	ADP
fsr-3404	96	13	the	the	DET
fsr-3404	96	14	two	two	NUM
fsr-3404	96	15	in	in	ADP
fsr-3404	96	16	this	this	DET
fsr-3404	96	17	way	way	NOUN
fsr-3404	96	18	.	.	PUNCT
fsr-3404	97	1	if	if	SCONJ
fsr-3404	97	2	the	the	DET
fsr-3404	97	3	savings	saving	NOUN
fsr-3404	97	4	from	from	ADP
fsr-3404	97	5	the	the	DET
fsr-3404	97	6	traditional	traditional	ADJ
fsr-3404	97	7	ira	ira	PROPN
fsr-3404	97	8	are	be	AUX
fsr-3404	97	9	invested	invest	VERB
fsr-3404	97	10	in	in	ADP
fsr-3404	97	11	an	an	DET
fsr-3404	97	12	account	account	NOUN
fsr-3404	97	13	with	with	ADP
fsr-3404	97	14	tax	tax	NOUN
fsr-3404	97	15	deferral	deferral	ADJ
fsr-3404	97	16	benefits	benefit	NOUN
fsr-3404	97	17	,	,	PUNCT
fsr-3404	97	18	such	such	ADJ
fsr-3404	97	19	as	as	ADP
fsr-3404	97	20	non	non	ADJ
fsr-3404	97	21	-	-	ADJ
fsr-3404	97	22	dividend	dividend	ADJ
fsr-3404	97	23	paying	pay	VERB
fsr-3404	97	24	stocks	stock	NOUN
fsr-3404	97	25	or	or	CCONJ
fsr-3404	97	26	certain	certain	ADJ
fsr-3404	97	27	stock	stock	NOUN
fsr-3404	97	28	mutual	mutual	ADJ
fsr-3404	97	29	funds	fund	NOUN
fsr-3404	97	30	,	,	PUNCT
fsr-3404	97	31	then	then	ADV
fsr-3404	97	32	the	the	DET
fsr-3404	97	33	model	model	NOUN
fsr-3404	97	34	understates	understate	VERB
fsr-3404	97	35	the	the	DET
fsr-3404	97	36	future	future	ADJ
fsr-3404	97	37	value	value	NOUN
fsr-3404	97	38	of	of	ADP
fsr-3404	97	39	the	the	DET
fsr-3404	97	40	traditional	traditional	ADJ
fsr-3404	97	41	ira	ira	PROPN
fsr-3404	97	42	.	.	PUNCT
fsr-3404	98	1	for	for	SCONJ
fsr-3404	98	2	details	detail	NOUN
fsr-3404	98	3	see	see	VERB
fsr-3404	98	4	horan	horan	PROPN
fsr-3404	98	5	(	(	PUNCT
fsr-3404	98	6	2003	2003	NUM
fsr-3404	98	7	,	,	PUNCT
fsr-3404	98	8	2006	2006	NUM
fsr-3404	98	9	)	)	PUNCT
fsr-3404	98	10	.	.	PUNCT
fsr-3404	99	1	higher	high	ADJ
fsr-3404	99	2	rates	rate	NOUN
fsr-3404	99	3	of	of	ADP
fsr-3404	99	4	return	return	NOUN
fsr-3404	99	5	,	,	PUNCT
fsr-3404	99	6	r	r	NOUN
fsr-3404	99	7	,	,	PUNCT
fsr-3404	99	8	and	and	CCONJ
fsr-3404	99	9	time	time	NOUN
fsr-3404	99	10	invested	invest	VERB
fsr-3404	99	11	,	,	PUNCT
fsr-3404	99	12	n	n	CCONJ
fsr-3404	99	13	,	,	PUNCT
fsr-3404	99	14	favor	favor	VERB
fsr-3404	99	15	the	the	DET
fsr-3404	99	16	roth	roth	NOUN
fsr-3404	99	17	over	over	ADP
fsr-3404	99	18	the	the	DET
fsr-3404	99	19	traditional	traditional	ADJ
fsr-3404	99	20	ira	ira	PROPN
fsr-3404	99	21	(	(	PUNCT
fsr-3404	99	22	al	al	PROPN
fsr-3404	99	23	zaman	zaman	PROPN
fsr-3404	99	24	2008	2008	NUM
fsr-3404	99	25	;	;	PUNCT
fsr-3404	99	26	cook	cook	VERB
fsr-3404	99	27	,	,	PUNCT
fsr-3404	99	28	meyer	meyer	PROPN
fsr-3404	99	29	,	,	PUNCT
fsr-3404	99	30	and	and	CCONJ
fsr-3404	99	31	reichenstein	reichenstein	NOUN
fsr-3404	99	32	,	,	PUNCT
fsr-3404	99	33	2015	2015	NUM
fsr-3404	99	34	;	;	PUNCT
fsr-3404	99	35	horan	horan	PROPN
fsr-3404	99	36	,	,	PUNCT
fsr-3404	99	37	2003	2003	NUM
fsr-3404	99	38	;	;	PUNCT
fsr-3404	99	39	horan	horan	PROPN
fsr-3404	99	40	and	and	CCONJ
fsr-3404	99	41	al	al	PROPN
fsr-3404	99	42	zaman	zaman	PROPN
fsr-3404	99	43	,	,	PUNCT
fsr-3404	99	44	2009	2009	NUM
fsr-3404	99	45	;	;	PUNCT
fsr-3404	99	46	reichenstein	reichenstein	NOUN
fsr-3404	99	47	,	,	PUNCT
fsr-3404	99	48	2006	2006	NUM
fsr-3404	99	49	;	;	PUNCT
fsr-3404	99	50	reichenstein	reichenstein	NOUN
fsr-3404	99	51	,	,	PUNCT
fsr-3404	99	52	horan	horan	PROPN
fsr-3404	99	53	,	,	PUNCT
fsr-3404	99	54	and	and	CCONJ
fsr-3404	99	55	jennings	jennings	PROPN
fsr-3404	99	56	2015	2015	NUM
fsr-3404	99	57	;	;	PUNCT
fsr-3404	99	58	sibley	sibley	PROPN
fsr-3404	99	59	2002	2002	NUM
fsr-3404	99	60	)	)	PUNCT
fsr-3404	99	61	.	.	PUNCT
fsr-3404	100	1	funds	fund	NOUN
fsr-3404	100	2	invested	invest	VERB
fsr-3404	100	3	in	in	ADP
fsr-3404	100	4	any	any	DET
fsr-3404	100	5	tax	tax	NOUN
fsr-3404	100	6	deferred	defer	VERB
fsr-3404	100	7	annuity	annuity	NOUN
fsr-3404	100	8	(	(	PUNCT
fsr-3404	100	9	tda	tda	NOUN
fsr-3404	100	10	)	)	PUNCT
fsr-3404	100	11	grow	grow	VERB
fsr-3404	100	12	at	at	ADP
fsr-3404	100	13	the	the	DET
fsr-3404	100	14	pre	pre	ADJ
fsr-3404	100	15	-	-	ADJ
fsr-3404	100	16	tax	tax	ADJ
fsr-3404	100	17	interest	interest	NOUN
fsr-3404	100	18	rate	rate	NOUN
fsr-3404	100	19	r	r	NOUN
fsr-3404	100	20	while	while	SCONJ
fsr-3404	100	21	funds	fund	NOUN
fsr-3404	100	22	invested	invest	VERB
fsr-3404	100	23	in	in	ADP
fsr-3404	100	24	a	a	DET
fsr-3404	100	25	fully	fully	ADV
fsr-3404	100	26	taxable	taxable	ADJ
fsr-3404	100	27	account	account	NOUN
fsr-3404	100	28	grow	grow	VERB
fsr-3404	100	29	at	at	ADP
fsr-3404	100	30	the	the	DET
fsr-3404	100	31	after	after	ADP
fsr-3404	100	32	tax	tax	NOUN
fsr-3404	100	33	rate	rate	NOUN
fsr-3404	100	34	r(1	r(1	PROPN
fsr-3404	100	35	�	�	PROPN
fsr-3404	100	36	tc	tc	NOUN
fsr-3404	100	37	)	)	PUNCT
fsr-3404	100	38	.	.	PUNCT
fsr-3404	101	1	because	because	SCONJ
fsr-3404	101	2	of	of	ADP
fsr-3404	101	3	the	the	DET
fsr-3404	101	4	difference	difference	NOUN
fsr-3404	101	5	,	,	PUNCT
fsr-3404	101	6	at	at	ADP
fsr-3404	101	7	higher	high	ADJ
fsr-3404	101	8	rates	rate	NOUN
fsr-3404	101	9	of	of	ADP
fsr-3404	101	10	return	return	NOUN
fsr-3404	101	11	the	the	DET
fsr-3404	101	12	roth	roth	PROPN
fsr-3404	101	13	ira	ira	PROPN
fsr-3404	101	14	can	can	AUX
fsr-3404	101	15	generate	generate	VERB
fsr-3404	101	16	higher	high	ADJ
fsr-3404	101	17	retirement	retirement	NOUN
fsr-3404	101	18	income	income	NOUN
fsr-3404	101	19	than	than	ADP
fsr-3404	101	20	the	the	DET
fsr-3404	101	21	after	after	ADP
fsr-3404	101	22	tax	tax	NOUN
fsr-3404	101	23	value	value	NOUN
fsr-3404	101	24	of	of	ADP
fsr-3404	101	25	the	the	DET
fsr-3404	101	26	combination	combination	NOUN
fsr-3404	101	27	of	of	ADP
fsr-3404	101	28	the	the	DET
fsr-3404	101	29	traditional	traditional	ADJ
fsr-3404	101	30	ira	ira	PROPN
fsr-3404	101	31	and	and	CCONJ
fsr-3404	101	32	a	a	DET
fsr-3404	101	33	taxable	taxable	ADJ
fsr-3404	101	34	investment	investment	NOUN
fsr-3404	101	35	even	even	ADV
fsr-3404	101	36	when	when	SCONJ
fsr-3404	101	37	the	the	DET
fsr-3404	101	38	tax	tax	NOUN
fsr-3404	101	39	rate	rate	NOUN
fsr-3404	101	40	is	be	AUX
fsr-3404	101	41	lower	low	ADJ
fsr-3404	101	42	during	during	ADP
fsr-3404	101	43	retirement	retirement	NOUN
fsr-3404	101	44	.	.	PUNCT
fsr-3404	102	1	previous	previous	ADJ
fsr-3404	102	2	literature	literature	NOUN
fsr-3404	102	3	such	such	ADJ
fsr-3404	102	4	as	as	ADP
fsr-3404	102	5	horan	horan	PROPN
fsr-3404	102	6	(	(	PUNCT
fsr-3404	102	7	2003	2003	NUM
fsr-3404	102	8	)	)	PUNCT
fsr-3404	102	9	has	have	AUX
fsr-3404	102	10	shown	show	VERB
fsr-3404	102	11	that	that	SCONJ
fsr-3404	102	12	while	while	SCONJ
fsr-3404	102	13	it	it	PRON
fsr-3404	102	14	is	be	AUX
fsr-3404	102	15	often	often	ADV
fsr-3404	102	16	the	the	DET
fsr-3404	102	17	case	case	NOUN
fsr-3404	102	18	that	that	SCONJ
fsr-3404	102	19	the	the	DET
fsr-3404	102	20	traditional	traditional	ADJ
fsr-3404	102	21	ira	ira	PROPN
fsr-3404	102	22	combined	combine	VERB
fsr-3404	102	23	with	with	ADP
fsr-3404	102	24	a	a	DET
fsr-3404	102	25	taxable	taxable	ADJ
fsr-3404	102	26	account	account	NOUN
fsr-3404	102	27	will	will	AUX
fsr-3404	102	28	yield	yield	VERB
fsr-3404	102	29	a	a	DET
fsr-3404	102	30	higher	high	ADJ
fsr-3404	102	31	future	future	ADJ
fsr-3404	102	32	value	value	NOUN
fsr-3404	102	33	than	than	ADP
fsr-3404	102	34	a	a	DET
fsr-3404	102	35	roth	roth	NOUN
fsr-3404	102	36	ira	ira	PROPN
fsr-3404	102	37	if	if	SCONJ
fsr-3404	102	38	tw	tw	PROPN
fsr-3404	102	39	�	�	PROPN
fsr-3404	102	40	tc	tc	PROPN
fsr-3404	102	41	,	,	PUNCT
fsr-3404	102	42	sometimes	sometimes	ADV
fsr-3404	102	43	the	the	DET
fsr-3404	102	44	roth	roth	NOUN
fsr-3404	102	45	is	be	AUX
fsr-3404	102	46	better	well	ADJ
fsr-3404	102	47	even	even	ADV
fsr-3404	102	48	when	when	SCONJ
fsr-3404	102	49	the	the	DET
fsr-3404	102	50	tax	tax	NOUN
fsr-3404	102	51	rate	rate	NOUN
fsr-3404	102	52	at	at	ADP
fsr-3404	102	53	withdrawal	withdrawal	NOUN
fsr-3404	102	54	is	be	AUX
fsr-3404	102	55	lower	low	ADJ
fsr-3404	102	56	than	than	ADP
fsr-3404	102	57	at	at	ADP
fsr-3404	102	58	the	the	DET
fsr-3404	102	59	point	point	NOUN
fsr-3404	102	60	of	of	ADP
fsr-3404	102	61	contribution	contribution	NOUN
fsr-3404	102	62	if	if	SCONJ
fsr-3404	102	63	r	r	NOUN
fsr-3404	102	64	is	be	AUX
fsr-3404	102	65	high	high	ADJ
fsr-3404	102	66	enough	enough	ADV
fsr-3404	102	67	.	.	PUNCT
fsr-3404	103	1	before	before	ADP
fsr-3404	103	2	the	the	DET
fsr-3404	103	3	tcja	tcja	ADJ
fsr-3404	103	4	many	many	ADJ
fsr-3404	103	5	moderate	moderate	ADJ
fsr-3404	103	6	income	income	NOUN
fsr-3404	103	7	investors	investor	NOUN
fsr-3404	103	8	were	be	AUX
fsr-3404	103	9	likely	likely	ADJ
fsr-3404	103	10	to	to	PART
fsr-3404	103	11	be	be	AUX
fsr-3404	103	12	in	in	ADP
fsr-3404	103	13	the	the	DET
fsr-3404	103	14	25	25	NUM
fsr-3404	103	15	%	%	NOUN
fsr-3404	103	16	tax	tax	NOUN
fsr-3404	103	17	bracket	bracket	NOUN
fsr-3404	103	18	during	during	ADP
fsr-3404	103	19	their	their	PRON
fsr-3404	103	20	working	working	NOUN
fsr-3404	103	21	years	year	NOUN
fsr-3404	103	22	and	and	CCONJ
fsr-3404	103	23	in	in	ADP
fsr-3404	103	24	the	the	DET
fsr-3404	103	25	15	15	NUM
fsr-3404	103	26	%	%	NOUN
fsr-3404	103	27	bracket	bracket	NOUN
fsr-3404	103	28	upon	upon	SCONJ
fsr-3404	103	29	retirement	retirement	NOUN
fsr-3404	103	30	.	.	PUNCT
fsr-3404	104	1	table	table	NOUN
fsr-3404	104	2	2	2	NUM
fsr-3404	104	3	compares	compare	VERB
fsr-3404	104	4	the	the	DET
fsr-3404	104	5	breakeven	breakeven	ADJ
fsr-3404	104	6	rates	rate	NOUN
fsr-3404	104	7	of	of	ADP
fsr-3404	104	8	return	return	NOUN
fsr-3404	104	9	(	(	PUNCT
fsr-3404	104	10	r	r	NOUN
fsr-3404	104	11	)	)	PUNCT
fsr-3404	104	12	under	under	ADP
fsr-3404	104	13	the	the	DET
fsr-3404	104	14	old	old	ADJ
fsr-3404	104	15	and	and	CCONJ
fsr-3404	104	16	new	new	ADJ
fsr-3404	104	17	tax	tax	NOUN
fsr-3404	104	18	laws	law	NOUN
fsr-3404	104	19	.	.	PUNCT
fsr-3404	105	1	at	at	ADP
fsr-3404	105	2	r	r	PROPN
fsr-3404	105	3	�	�	PROPN
fsr-3404	105	4	9	9	NUM
fsr-3404	105	5	%	%	NOUN
fsr-3404	105	6	or	or	CCONJ
fsr-3404	105	7	higher	high	ADJ
fsr-3404	105	8	the	the	DET
fsr-3404	105	9	roth	roth	NOUN
fsr-3404	105	10	is	be	AUX
fsr-3404	105	11	preferred	prefer	VERB
fsr-3404	105	12	even	even	ADV
fsr-3404	105	13	if	if	SCONJ
fsr-3404	105	14	the	the	DET
fsr-3404	105	15	tax	tax	NOUN
fsr-3404	105	16	rate	rate	NOUN
fsr-3404	105	17	at	at	ADP
fsr-3404	105	18	contribution	contribution	NOUN
fsr-3404	105	19	is	be	AUX
fsr-3404	105	20	25	25	NUM
fsr-3404	105	21	%	%	NOUN
fsr-3404	105	22	and	and	CCONJ
fsr-3404	105	23	at	at	ADP
fsr-3404	105	24	withdrawal	withdrawal	NOUN
fsr-3404	105	25	is	be	AUX
fsr-3404	105	26	substantially	substantially	ADV
fsr-3404	105	27	lower	low	ADJ
fsr-3404	105	28	at	at	ADP
fsr-3404	105	29	15	15	NUM
fsr-3404	105	30	%	%	NOUN
fsr-3404	105	31	.	.	PUNCT
fsr-3404	106	1	before	before	ADP
fsr-3404	106	2	the	the	DET
fsr-3404	106	3	tcja	tcja	NOUN
fsr-3404	106	4	of	of	ADP
fsr-3404	106	5	2018	2018	NUM
fsr-3404	106	6	the	the	DET
fsr-3404	106	7	personal	personal	ADJ
fsr-3404	106	8	marginal	marginal	ADJ
fsr-3404	106	9	tax	tax	NOUN
fsr-3404	106	10	rates	rate	NOUN
fsr-3404	106	11	started	start	VERB
fsr-3404	106	12	at	at	ADP
fsr-3404	106	13	10	10	NUM
fsr-3404	106	14	%	%	NOUN
fsr-3404	106	15	,	,	PUNCT
fsr-3404	106	16	increased	increase	VERB
fsr-3404	106	17	to	to	ADP
fsr-3404	106	18	15	15	NUM
fsr-3404	106	19	%	%	NOUN
fsr-3404	106	20	,	,	PUNCT
fsr-3404	106	21	then	then	ADV
fsr-3404	106	22	to	to	ADP
fsr-3404	106	23	25	25	NUM
fsr-3404	106	24	%	%	NOUN
fsr-3404	106	25	,	,	PUNCT
fsr-3404	106	26	then	then	ADV
fsr-3404	106	27	to	to	ADP
fsr-3404	106	28	28	28	NUM
fsr-3404	106	29	%	%	NOUN
fsr-3404	106	30	and	and	CCONJ
fsr-3404	106	31	so	so	ADV
fsr-3404	106	32	on	on	ADP
fsr-3404	106	33	up	up	ADP
fsr-3404	106	34	to	to	ADP
fsr-3404	106	35	a	a	DET
fsr-3404	106	36	maximum	maximum	NOUN
fsr-3404	106	37	of	of	ADP
fsr-3404	106	38	39.6	39.6	NUM
fsr-3404	106	39	%	%	NOUN
fsr-3404	106	40	.	.	PUNCT
fsr-3404	107	1	under	under	ADP
fsr-3404	107	2	the	the	DET
fsr-3404	107	3	tcja	tcja	NOUN
fsr-3404	107	4	the	the	DET
fsr-3404	107	5	personal	personal	ADJ
fsr-3404	107	6	marginal	marginal	ADJ
fsr-3404	107	7	rates	rate	NOUN
fsr-3404	107	8	start	start	VERB
fsr-3404	107	9	at	at	ADP
fsr-3404	107	10	10	10	NUM
fsr-3404	107	11	%	%	NOUN
fsr-3404	107	12	,	,	PUNCT
fsr-3404	107	13	then	then	ADV
fsr-3404	107	14	progress	progress	VERB
fsr-3404	107	15	to	to	ADP
fsr-3404	107	16	12	12	NUM
fsr-3404	107	17	%	%	NOUN
fsr-3404	107	18	,	,	PUNCT
fsr-3404	107	19	22	22	NUM
fsr-3404	107	20	%	%	NOUN
fsr-3404	107	21	,	,	PUNCT
fsr-3404	107	22	24	24	NUM
fsr-3404	107	23	%	%	NOUN
fsr-3404	107	24	,	,	PUNCT
fsr-3404	107	25	and	and	CCONJ
fsr-3404	107	26	so	so	ADV
fsr-3404	107	27	on	on	ADV
fsr-3404	107	28	,	,	PUNCT
fsr-3404	107	29	up	up	ADP
fsr-3404	107	30	to	to	PART
fsr-3404	107	31	37	37	NUM
fsr-3404	107	32	%	%	NOUN
fsr-3404	107	33	.	.	PUNCT
fsr-3404	108	1	as	as	SCONJ
fsr-3404	108	2	shown	show	VERB
fsr-3404	108	3	in	in	ADP
fsr-3404	108	4	table	table	NOUN
fsr-3404	108	5	2	2	NUM
fsr-3404	108	6	the	the	DET
fsr-3404	108	7	generally	generally	ADV
fsr-3404	108	8	lower	low	ADJ
fsr-3404	108	9	tax	tax	NOUN
fsr-3404	108	10	rates	rate	NOUN
fsr-3404	108	11	under	under	ADP
fsr-3404	108	12	the	the	DET
fsr-3404	108	13	new	new	ADJ
fsr-3404	108	14	law	law	NOUN
fsr-3404	108	15	favor	favor	VERB
fsr-3404	108	16	the	the	DET
fsr-3404	108	17	traditional	traditional	ADJ
fsr-3404	108	18	ira	ira	PROPN
fsr-3404	108	19	over	over	ADP
fsr-3404	108	20	the	the	DET
fsr-3404	108	21	roth	roth	PROPN
fsr-3404	108	22	ira	ira	PROPN
fsr-3404	108	23	for	for	ADP
fsr-3404	108	24	a	a	DET
fsr-3404	108	25	broader	broad	ADJ
fsr-3404	108	26	range	range	NOUN
fsr-3404	108	27	of	of	ADP
fsr-3404	108	28	returns	return	NOUN
fsr-3404	108	29	earned	earn	VERB
fsr-3404	108	30	on	on	ADP
fsr-3404	108	31	invested	invest	VERB
fsr-3404	108	32	funds	fund	NOUN
fsr-3404	108	33	with	with	ADP
fsr-3404	108	34	a	a	DET
fsr-3404	108	35	given	give	VERB
fsr-3404	108	36	investment	investment	NOUN
fsr-3404	108	37	horizon.8	horizon.8	NOUN
fsr-3404	108	38	for	for	ADP
fsr-3404	108	39	a	a	DET
fsr-3404	108	40	25	25	NUM
fsr-3404	108	41	year	year	NOUN
fsr-3404	108	42	investment	investment	NOUN
fsr-3404	108	43	horizon	horizon	NOUN
fsr-3404	108	44	under	under	ADP
fsr-3404	108	45	the	the	DET
fsr-3404	108	46	2017	2017	NUM
fsr-3404	108	47	tax	tax	NOUN
fsr-3404	108	48	rates	rate	NOUN
fsr-3404	108	49	an	an	DET
fsr-3404	108	50	investor	investor	NOUN
fsr-3404	108	51	who	who	PRON
fsr-3404	108	52	had	have	VERB
fsr-3404	108	53	a	a	DET
fsr-3404	108	54	25	25	NUM
fsr-3404	108	55	%	%	NOUN
fsr-3404	108	56	tax	tax	NOUN
fsr-3404	108	57	rate	rate	NOUN
fsr-3404	108	58	during	during	ADP
fsr-3404	108	59	the	the	DET
fsr-3404	108	60	contribution	contribution	NOUN
fsr-3404	108	61	years	year	NOUN
fsr-3404	108	62	and	and	CCONJ
fsr-3404	108	63	15	15	NUM
fsr-3404	108	64	%	%	NOUN
fsr-3404	108	65	during	during	ADP
fsr-3404	108	66	retirement	retirement	NOUN
fsr-3404	108	67	and	and	CCONJ
fsr-3404	108	68	who	who	PRON
fsr-3404	108	69	earned	earn	VERB
fsr-3404	108	70	a	a	DET
fsr-3404	108	71	pre	pre	ADJ
fsr-3404	108	72	-	-	ADJ
fsr-3404	108	73	tax	tax	ADJ
fsr-3404	108	74	rate	rate	NOUN
fsr-3404	108	75	of	of	ADP
fsr-3404	108	76	return	return	NOUN
fsr-3404	108	77	r	r	NOUN
fsr-3404	108	78	�	�	NOUN
fsr-3404	108	79	8	8	NUM
fsr-3404	108	80	%	%	NOUN
fsr-3404	108	81	on	on	ADP
fsr-3404	108	82	all	all	DET
fsr-3404	108	83	investments	investment	NOUN
fsr-3404	108	84	would	would	AUX
fsr-3404	108	85	have	have	AUX
fsr-3404	108	86	been	be	AUX
fsr-3404	108	87	better	well	ADJ
fsr-3404	108	88	off	off	ADP
fsr-3404	108	89	in	in	ADP
fsr-3404	108	90	a	a	DET
fsr-3404	108	91	traditional	traditional	ADJ
fsr-3404	108	92	ira	ira	PROPN
fsr-3404	108	93	.	.	PUNCT
fsr-3404	109	1	the	the	DET
fsr-3404	109	2	traditional	traditional	ADJ
fsr-3404	109	3	is	be	AUX
fsr-3404	109	4	better	well	ADJ
fsr-3404	109	5	because	because	SCONJ
fsr-3404	109	6	the	the	DET
fsr-3404	109	7	sum	sum	NOUN
fsr-3404	109	8	of	of	ADP
fsr-3404	109	9	the	the	DET
fsr-3404	109	10	after	after	ADP
fsr-3404	109	11	-	-	PUNCT
fsr-3404	109	12	tax	tax	NOUN
fsr-3404	109	13	future	future	ADJ
fsr-3404	109	14	value	value	NOUN
fsr-3404	109	15	per	per	ADP
fsr-3404	109	16	dollar	dollar	NOUN
fsr-3404	109	17	invested	invest	VERB
fsr-3404	109	18	in	in	ADP
fsr-3404	109	19	the	the	DET
fsr-3404	109	20	traditional	traditional	ADJ
fsr-3404	109	21	ira	ira	PROPN
fsr-3404	109	22	plus	plus	CCONJ
fsr-3404	109	23	the	the	DET
fsr-3404	109	24	after	after	ADP
fsr-3404	109	25	-	-	PUNCT
fsr-3404	109	26	tax	tax	NOUN
fsr-3404	109	27	future	future	ADJ
fsr-3404	109	28	value	value	NOUN
fsr-3404	109	29	of	of	ADP
fsr-3404	109	30	the	the	DET
fsr-3404	109	31	taxable	taxable	ADJ
fsr-3404	109	32	account	account	NOUN
fsr-3404	109	33	(	(	PUNCT
fsr-3404	109	34	�	�	PROPN
fsr-3404	109	35	6.89417	6.89417	NUM
fsr-3404	109	36	)	)	PUNCT
fsr-3404	109	37	is	be	AUX
fsr-3404	109	38	greater	great	ADJ
fsr-3404	109	39	than	than	ADP
fsr-3404	109	40	the	the	DET
fsr-3404	109	41	future	future	ADJ
fsr-3404	109	42	value	value	NOUN
fsr-3404	109	43	of	of	ADP
fsr-3404	109	44	the	the	DET
fsr-3404	109	45	roth	roth	PROPN
fsr-3404	109	46	ira	ira	PROPN
fsr-3404	109	47	(	(	PUNCT
fsr-3404	109	48	�	�	PROPN
fsr-3404	109	49	6.848475	6.848475	NUM
fsr-3404	109	50	)	)	PUNCT
fsr-3404	109	51	.	.	PUNCT
fsr-3404	110	1	if	if	SCONJ
fsr-3404	110	2	350	350	NUM
fsr-3404	110	3	t.	t.	NOUN
fsr-3404	110	4	manuel	manuel	NOUN
fsr-3404	110	5	et	et	PROPN
fsr-3404	110	6	al	al	PROPN
fsr-3404	110	7	.	.	PUNCT
fsr-3404	110	8	/	/	SYM
fsr-3404	110	9	financial	financial	ADJ
fsr-3404	110	10	services	service	NOUN
fsr-3404	110	11	review	review	VERB
fsr-3404	110	12	27	27	NUM
fsr-3404	110	13	(	(	PUNCT
fsr-3404	110	14	2018	2018	NUM
fsr-3404	110	15	)	)	PUNCT
fsr-3404	110	16	345	345	NUM
fsr-3404	110	17	-	-	SYM
fsr-3404	110	18	365	365	NUM
fsr-3404	110	19	the	the	DET
fsr-3404	110	20	investor	investor	NOUN
fsr-3404	110	21	earned	earn	VERB
fsr-3404	110	22	nine	nine	NUM
fsr-3404	110	23	percent	percent	NOUN
fsr-3404	110	24	on	on	ADP
fsr-3404	110	25	all	all	DET
fsr-3404	110	26	alternatives	alternative	NOUN
fsr-3404	110	27	;	;	PUNCT
fsr-3404	110	28	however	however	ADV
fsr-3404	110	29	,	,	PUNCT
fsr-3404	110	30	then	then	ADV
fsr-3404	110	31	the	the	DET
fsr-3404	110	32	roth	roth	NOUN
fsr-3404	110	33	generates	generate	VERB
fsr-3404	110	34	a	a	DET
fsr-3404	110	35	higher	high	ADJ
fsr-3404	110	36	future	future	ADJ
fsr-3404	110	37	value	value	NOUN
fsr-3404	110	38	.	.	PUNCT
fsr-3404	111	1	panel	panel	NOUN
fsr-3404	111	2	a	a	DET
fsr-3404	111	3	of	of	ADP
fsr-3404	111	4	table	table	NOUN
fsr-3404	111	5	3	3	NUM
fsr-3404	111	6	contains	contain	VERB
fsr-3404	111	7	the	the	DET
fsr-3404	111	8	breakeven	breakeven	ADJ
fsr-3404	111	9	rates	rate	NOUN
fsr-3404	111	10	of	of	ADP
fsr-3404	111	11	return	return	NOUN
fsr-3404	111	12	under	under	ADP
fsr-3404	111	13	the	the	DET
fsr-3404	111	14	old	old	ADJ
fsr-3404	111	15	and	and	CCONJ
fsr-3404	111	16	the	the	DET
fsr-3404	111	17	new	new	ADJ
fsr-3404	111	18	tax	tax	NOUN
fsr-3404	111	19	rates	rate	NOUN
fsr-3404	111	20	for	for	ADP
fsr-3404	111	21	various	various	ADJ
fsr-3404	111	22	investment	investment	NOUN
fsr-3404	111	23	periods	period	NOUN
fsr-3404	111	24	if	if	SCONJ
fsr-3404	111	25	the	the	DET
fsr-3404	111	26	deduction	deduction	NOUN
fsr-3404	111	27	generated	generate	VERB
fsr-3404	111	28	by	by	ADP
fsr-3404	111	29	the	the	DET
fsr-3404	111	30	traditional	traditional	ADJ
fsr-3404	111	31	ira	ira	PROPN
fsr-3404	111	32	is	be	AUX
fsr-3404	111	33	invested	invest	VERB
fsr-3404	111	34	and	and	CCONJ
fsr-3404	111	35	is	be	AUX
fsr-3404	111	36	fully	fully	ADV
fsr-3404	111	37	taxable	taxable	ADJ
fsr-3404	111	38	at	at	ADP
fsr-3404	111	39	tc	tc	NOUN
fsr-3404	111	40	.	.	PUNCT
fsr-3404	112	1	for	for	ADP
fsr-3404	112	2	instance	instance	NOUN
fsr-3404	112	3	,	,	PUNCT
fsr-3404	112	4	with	with	ADP
fsr-3404	112	5	a	a	DET
fsr-3404	112	6	25	25	NUM
fsr-3404	112	7	year	year	NOUN
fsr-3404	112	8	time	time	NOUN
fsr-3404	112	9	horizon	horizon	NOUN
fsr-3404	112	10	to	to	ADP
fsr-3404	112	11	retirement	retirement	NOUN
fsr-3404	112	12	,	,	PUNCT
fsr-3404	112	13	the	the	DET
fsr-3404	112	14	breakeven	breakeven	NOUN
fsr-3404	112	15	r	r	NOUN
fsr-3404	112	16	under	under	ADP
fsr-3404	112	17	the	the	DET
fsr-3404	112	18	old	old	ADJ
fsr-3404	112	19	tax	tax	NOUN
fsr-3404	112	20	rates	rate	NOUN
fsr-3404	112	21	is	be	AUX
fsr-3404	112	22	8.8024	8.8024	NUM
fsr-3404	112	23	%	%	NOUN
fsr-3404	112	24	.	.	PUNCT
fsr-3404	113	1	at	at	ADP
fsr-3404	113	2	all	all	DET
fsr-3404	113	3	lower	low	ADJ
fsr-3404	113	4	rates	rate	NOUN
fsr-3404	113	5	of	of	ADP
fsr-3404	113	6	return	return	NOUN
fsr-3404	113	7	the	the	DET
fsr-3404	113	8	traditional	traditional	ADJ
fsr-3404	113	9	ira	ira	PROPN
fsr-3404	113	10	is	be	AUX
fsr-3404	113	11	preferable	preferable	ADJ
fsr-3404	113	12	,	,	PUNCT
fsr-3404	113	13	but	but	CCONJ
fsr-3404	113	14	at	at	ADP
fsr-3404	113	15	rates	rate	NOUN
fsr-3404	113	16	above	above	ADP
fsr-3404	113	17	the	the	DET
fsr-3404	113	18	breakeven	breakeven	NOUN
fsr-3404	113	19	the	the	DET
fsr-3404	113	20	roth	roth	PROPN
fsr-3404	113	21	ira	ira	PROPN
fsr-3404	113	22	is	be	AUX
fsr-3404	113	23	preferred	prefer	VERB
fsr-3404	113	24	,	,	PUNCT
fsr-3404	113	25	even	even	ADV
fsr-3404	113	26	though	though	SCONJ
fsr-3404	113	27	the	the	DET
fsr-3404	113	28	tax	tax	NOUN
fsr-3404	113	29	rate	rate	NOUN
fsr-3404	113	30	is	be	AUX
fsr-3404	113	31	substantially	substantially	ADV
fsr-3404	113	32	lower	low	ADJ
fsr-3404	113	33	during	during	ADP
fsr-3404	113	34	retirement	retirement	NOUN
fsr-3404	113	35	.	.	PUNCT
fsr-3404	114	1	with	with	ADP
fsr-3404	114	2	the	the	DET
fsr-3404	114	3	new	new	ADJ
fsr-3404	114	4	tax	tax	NOUN
fsr-3404	114	5	law	law	NOUN
fsr-3404	114	6	a	a	DET
fsr-3404	114	7	similar	similar	ADJ
fsr-3404	114	8	investor	investor	NOUN
fsr-3404	114	9	may	may	AUX
fsr-3404	114	10	face	face	VERB
fsr-3404	114	11	tc	tc	NOUN
fsr-3404	114	12	of	of	ADP
fsr-3404	114	13	22	22	NUM
fsr-3404	114	14	%	%	NOUN
fsr-3404	114	15	and	and	CCONJ
fsr-3404	114	16	tw	tw	NOUN
fsr-3404	114	17	of	of	ADP
fsr-3404	114	18	12	12	NUM
fsr-3404	114	19	%	%	NOUN
fsr-3404	114	20	.	.	PUNCT
fsr-3404	115	1	in	in	ADP
fsr-3404	115	2	this	this	DET
fsr-3404	115	3	case	case	NOUN
fsr-3404	115	4	the	the	DET
fsr-3404	115	5	breakeven	breakeven	ADJ
fsr-3404	115	6	rate	rate	NOUN
fsr-3404	115	7	of	of	ADP
fsr-3404	115	8	return	return	NOUN
fsr-3404	115	9	is	be	AUX
fsr-3404	115	10	increased	increase	VERB
fsr-3404	115	11	to	to	ADP
fsr-3404	115	12	table	table	NOUN
fsr-3404	115	13	2	2	NUM
fsr-3404	115	14	future	future	ADJ
fsr-3404	115	15	value	value	NOUN
fsr-3404	115	16	of	of	ADP
fsr-3404	115	17	equal	equal	ADJ
fsr-3404	115	18	after	after	ADP
fsr-3404	115	19	-	-	PUNCT
fsr-3404	115	20	tax	tax	NOUN
fsr-3404	115	21	investments	investment	NOUN
fsr-3404	115	22	in	in	ADP
fsr-3404	115	23	traditional	traditional	ADJ
fsr-3404	115	24	ira	ira	PROPN
fsr-3404	115	25	plus	plus	CCONJ
fsr-3404	115	26	taxable	taxable	ADJ
fsr-3404	115	27	account	account	NOUN
fsr-3404	115	28	compared	compare	VERB
fsr-3404	115	29	with	with	ADP
fsr-3404	115	30	future	future	ADJ
fsr-3404	115	31	value	value	NOUN
fsr-3404	115	32	of	of	ADP
fsr-3404	115	33	roth	roth	PROPN
fsr-3404	115	34	ira	ira	PROPN
fsr-3404	115	35	fv	fv	PROPN
fsr-3404	115	36	traditional	traditional	PROPN
fsr-3404	115	37	ira	ira	PROPN
fsr-3404	115	38	fv	fv	PROPN
fsr-3404	115	39	taxable	taxable	ADJ
fsr-3404	115	40	account	account	PROPN
fsr-3404	115	41	fv	fv	PROPN
fsr-3404	115	42	traditional	traditional	ADJ
fsr-3404	115	43	ira	ira	PROPN
fsr-3404	115	44	�	�	PROPN
fsr-3404	115	45	taxable	taxable	ADJ
fsr-3404	115	46	account	account	NOUN
fsr-3404	115	47	fv	fv	PROPN
fsr-3404	115	48	roth	roth	PROPN
fsr-3404	115	49	tax	tax	PROPN
fsr-3404	115	50	law	law	PROPN
fsr-3404	116	1	tc	tc	NOUN
fsr-3404	116	2	tw	tw	NOUN
fsr-3404	116	3	r	r	PROPN
fsr-3404	116	4	ra	ra	PROPN
fsr-3404	116	5	-	-	PROPN
fsr-3404	116	6	t	t	PROPN
fsr-3404	116	7	n	n	PROPN
fsr-3404	116	8	(	(	PUNCT
fsr-3404	116	9	1	1	NUM
fsr-3404	116	10	�	�	PROPN
fsr-3404	116	11	r)n(1	r)n(1	PROPN
fsr-3404	116	12	�	�	PROPN
fsr-3404	116	13	tw	tw	NOUN
fsr-3404	116	14	)	)	PUNCT
fsr-3404	116	15	tc(1	tc(1	PROPN
fsr-3404	116	16	�	�	PROPN
fsr-3404	116	17	ra	ra	NOUN
fsr-3404	116	18	-	-	PUNCT
fsr-3404	116	19	t)n	t)n	ADJ
fsr-3404	116	20	sum	sum	NOUN
fsr-3404	116	21	(	(	PUNCT
fsr-3404	116	22	1	1	NUM
fsr-3404	116	23	�	�	PROPN
fsr-3404	116	24	r)n	r)n	NOUN
fsr-3404	116	25	preference	preference	NOUN
fsr-3404	116	26	2017	2017	NUM
fsr-3404	116	27	25	25	NUM
fsr-3404	116	28	%	%	NOUN
fsr-3404	116	29	15	15	NUM
fsr-3404	116	30	%	%	NOUN
fsr-3404	116	31	7.00	7.00	NUM
fsr-3404	116	32	%	%	NOUN
fsr-3404	116	33	5.25	5.25	NUM
fsr-3404	116	34	%	%	NOUN
fsr-3404	116	35	25	25	NUM
fsr-3404	116	36	4.61332	4.61332	NUM
fsr-3404	116	37	0.89845	0.89845	NUM
fsr-3404	116	38	5.51177	5.51177	NUM
fsr-3404	116	39	5.427433	5.427433	NUM
fsr-3404	116	40	traditional	traditional	ADJ
fsr-3404	116	41	25	25	NUM
fsr-3404	116	42	%	%	NOUN
fsr-3404	116	43	15	15	NUM
fsr-3404	116	44	%	%	NOUN
fsr-3404	116	45	8.00	8.00	NUM
fsr-3404	116	46	%	%	NOUN
fsr-3404	116	47	6.00	6.00	NUM
fsr-3404	116	48	%	%	NOUN
fsr-3404	116	49	25	25	NUM
fsr-3404	116	50	5.82120	5.82120	NUM
fsr-3404	116	51	1.07297	1.07297	NUM
fsr-3404	116	52	6.89417	6.89417	NUM
fsr-3404	116	53	6.848475	6.848475	NUM
fsr-3404	116	54	traditional	traditional	ADJ
fsr-3404	116	55	25	25	NUM
fsr-3404	116	56	%	%	NOUN
fsr-3404	116	57	15	15	NUM
fsr-3404	116	58	%	%	NOUN
fsr-3404	116	59	9.00	9.00	NUM
fsr-3404	116	60	%	%	NOUN
fsr-3404	116	61	6.75	6.75	NUM
fsr-3404	116	62	%	%	NOUN
fsr-3404	117	1	25	25	NUM
fsr-3404	117	2	7.32962	7.32962	NUM
fsr-3404	117	3	1.27979	1.27979	NUM
fsr-3404	117	4	8.60940	8.60940	NUM
fsr-3404	117	5	8.623081	8.623081	NUM
fsr-3404	117	6	roth	roth	NOUN
fsr-3404	117	7	25	25	NUM
fsr-3404	117	8	%	%	NOUN
fsr-3404	117	9	15	15	NUM
fsr-3404	117	10	%	%	NOUN
fsr-3404	117	11	10.00	10.00	NUM
fsr-3404	117	12	%	%	NOUN
fsr-3404	117	13	7.50	7.50	NUM
fsr-3404	117	14	%	%	NOUN
fsr-3404	117	15	25	25	NUM
fsr-3404	117	16	9.20950	9.20950	NUM
fsr-3404	117	17	1.52458	1.52458	NUM
fsr-3404	117	18	10.73408	10.73408	NUM
fsr-3404	117	19	10.83471	10.83471	NUM
fsr-3404	117	20	roth	roth	PROPN
fsr-3404	117	21	2018	2018	NUM
fsr-3404	117	22	22	22	NUM
fsr-3404	117	23	%	%	NOUN
fsr-3404	117	24	12	12	NUM
fsr-3404	117	25	%	%	NOUN
fsr-3404	117	26	8.00	8.00	NUM
fsr-3404	117	27	%	%	NOUN
fsr-3404	117	28	6.24	6.24	NUM
fsr-3404	117	29	%	%	NOUN
fsr-3404	117	30	25	25	NUM
fsr-3404	117	31	6.02666	6.02666	NUM
fsr-3404	117	32	0.99914	0.99914	NUM
fsr-3404	117	33	7.02579	7.02579	NUM
fsr-3404	117	34	6.848475	6.848475	NUM
fsr-3404	117	35	traditional	traditional	ADJ
fsr-3404	117	36	(	(	PUNCT
fsr-3404	117	37	tcja	tcja	NOUN
fsr-3404	117	38	)	)	PUNCT
fsr-3404	117	39	22	22	NUM
fsr-3404	117	40	%	%	NOUN
fsr-3404	117	41	12	12	NUM
fsr-3404	117	42	%	%	NOUN
fsr-3404	117	43	9.00	9.00	NUM
fsr-3404	117	44	%	%	NOUN
fsr-3404	117	45	7.02	7.02	NUM
fsr-3404	117	46	%	%	NOUN
fsr-3404	117	47	25	25	NUM
fsr-3404	117	48	7.58831	7.58831	NUM
fsr-3404	117	49	1.19963	1.19963	NUM
fsr-3404	117	50	8.78794	8.78794	NUM
fsr-3404	117	51	8.623081	8.623081	NUM
fsr-3404	117	52	traditional	traditional	ADJ
fsr-3404	117	53	22	22	NUM
fsr-3404	117	54	%	%	NOUN
fsr-3404	117	55	12	12	NUM
fsr-3404	117	56	%	%	NOUN
fsr-3404	117	57	10.00	10.00	NUM
fsr-3404	117	58	%	%	NOUN
fsr-3404	117	59	7.80	7.80	NUM
fsr-3404	117	60	%	%	NOUN
fsr-3404	117	61	25	25	NUM
fsr-3404	117	62	9.53454	9.53454	NUM
fsr-3404	117	63	1.43844	1.43844	NUM
fsr-3404	117	64	10.97298	10.97298	NUM
fsr-3404	117	65	10.83471	10.83471	NUM
fsr-3404	117	66	traditional	traditional	ADJ
fsr-3404	117	67	22	22	NUM
fsr-3404	117	68	%	%	NOUN
fsr-3404	117	69	12	12	NUM
fsr-3404	117	70	%	%	NOUN
fsr-3404	117	71	11.00	11.00	NUM
fsr-3404	117	72	%	%	NOUN
fsr-3404	117	73	8.58	8.58	NUM
fsr-3404	117	74	%	%	NOUN
fsr-3404	117	75	25	25	NUM
fsr-3404	117	76	11.95521	11.95521	NUM
fsr-3404	117	77	1.72254	1.72254	NUM
fsr-3404	117	78	13.67775	13.67775	NUM
fsr-3404	117	79	13.58546	13.58546	NUM
fsr-3404	117	80	traditional	traditional	ADJ
fsr-3404	117	81	22	22	NUM
fsr-3404	117	82	%	%	NOUN
fsr-3404	117	83	12	12	NUM
fsr-3404	117	84	%	%	NOUN
fsr-3404	117	85	12.00	12.00	NUM
fsr-3404	117	86	%	%	NOUN
fsr-3404	117	87	9.36	9.36	NUM
fsr-3404	117	88	%	%	NOUN
fsr-3404	117	89	25	25	NUM
fsr-3404	117	90	14.96006	14.96006	NUM
fsr-3404	117	91	2.06009	2.06009	NUM
fsr-3404	117	92	17.02014	17.02014	NUM
fsr-3404	117	93	17.00006	17.00006	NUM
fsr-3404	117	94	traditional	traditional	ADJ
fsr-3404	117	95	22	22	NUM
fsr-3404	117	96	%	%	NOUN
fsr-3404	117	97	12	12	NUM
fsr-3404	117	98	%	%	NOUN
fsr-3404	117	99	13.00	13.00	NUM
fsr-3404	117	100	%	%	NOUN
fsr-3404	117	101	10.14	10.14	NUM
fsr-3404	117	102	%	%	NOUN
fsr-3404	117	103	25	25	NUM
fsr-3404	117	104	18.68288	18.68288	NUM
fsr-3404	117	105	2.46065	2.46065	NUM
fsr-3404	117	106	21.14353	21.14353	NUM
fsr-3404	117	107	21.23054	21.23054	NUM
fsr-3404	117	108	roth	roth	NOUN
fsr-3404	117	109	22	22	NUM
fsr-3404	117	110	%	%	NOUN
fsr-3404	117	111	12	12	NUM
fsr-3404	117	112	%	%	NOUN
fsr-3404	117	113	14.00	14.00	NUM
fsr-3404	117	114	%	%	NOUN
fsr-3404	117	115	10.92	10.92	NUM
fsr-3404	117	116	%	%	NOUN
fsr-3404	117	117	25	25	NUM
fsr-3404	117	118	23.28649	23.28649	NUM
fsr-3404	117	119	2.93541	2.93541	NUM
fsr-3404	117	120	26.22190	26.22190	NUM
fsr-3404	117	121	26.46192	26.46192	NUM
fsr-3404	117	122	roth	roth	NOUN
fsr-3404	117	123	22	22	NUM
fsr-3404	117	124	%	%	NOUN
fsr-3404	117	125	12	12	NUM
fsr-3404	117	126	%	%	NOUN
fsr-3404	117	127	15.00	15.00	NUM
fsr-3404	117	128	%	%	NOUN
fsr-3404	117	129	11.70	11.70	NUM
fsr-3404	117	130	%	%	NOUN
fsr-3404	117	131	25	25	NUM
fsr-3404	117	132	28.96868	28.96868	NUM
fsr-3404	117	133	3.49745	3.49745	NUM
fsr-3404	117	134	32.46613	32.46613	NUM
fsr-3404	117	135	32.91895	32.91895	NUM
fsr-3404	117	136	roth	roth	NOUN
fsr-3404	117	137	note	note	NOUN
fsr-3404	117	138	:	:	PUNCT
fsr-3404	117	139	ira	ira	PROPN
fsr-3404	117	140	�	�	PROPN
fsr-3404	117	141	individual	individual	PROPN
fsr-3404	117	142	retirement	retirement	PROPN
fsr-3404	117	143	account	account	NOUN
fsr-3404	117	144	;	;	PUNCT
fsr-3404	117	145	tcja	tcja	PROPN
fsr-3404	117	146	�	�	PROPN
fsr-3404	117	147	tax	tax	NOUN
fsr-3404	117	148	cut	cut	NOUN
fsr-3404	117	149	and	and	CCONJ
fsr-3404	117	150	jobs	job	NOUN
fsr-3404	117	151	act	act	NOUN
fsr-3404	117	152	;	;	PUNCT
fsr-3404	117	153	tc	tc	NUM
fsr-3404	117	154	�	�	PROPN
fsr-3404	117	155	tax	tax	NOUN
fsr-3404	117	156	rate	rate	NOUN
fsr-3404	117	157	at	at	ADP
fsr-3404	117	158	time	time	NOUN
fsr-3404	117	159	of	of	ADP
fsr-3404	117	160	contribution	contribution	NOUN
fsr-3404	117	161	;	;	PUNCT
fsr-3404	117	162	tw	tw	NUM
fsr-3404	117	163	�	�	PROPN
fsr-3404	117	164	tax	tax	NOUN
fsr-3404	117	165	rate	rate	NOUN
fsr-3404	117	166	upon	upon	SCONJ
fsr-3404	117	167	withdrawal	withdrawal	NOUN
fsr-3404	117	168	;	;	PUNCT
fsr-3404	117	169	r	r	NOUN
fsr-3404	117	170	�	�	PROPN
fsr-3404	117	171	pre	pre	ADJ
fsr-3404	117	172	-	-	ADJ
fsr-3404	117	173	tax	tax	ADJ
fsr-3404	117	174	rate	rate	NOUN
fsr-3404	117	175	of	of	ADP
fsr-3404	117	176	return	return	NOUN
fsr-3404	117	177	,	,	PUNCT
fsr-3404	117	178	assumed	assume	VERB
fsr-3404	117	179	constant	constant	ADJ
fsr-3404	117	180	;	;	PUNCT
fsr-3404	117	181	ra	ra	PROPN
fsr-3404	117	182	-	-	PUNCT
fsr-3404	117	183	t	t	PROPN
fsr-3404	117	184	�	�	PROPN
fsr-3404	117	185	after	after	ADP
fsr-3404	117	186	tax	tax	NOUN
fsr-3404	117	187	rate	rate	NOUN
fsr-3404	117	188	of	of	ADP
fsr-3404	117	189	return	return	NOUN
fsr-3404	117	190	on	on	ADP
fsr-3404	117	191	earnings	earning	NOUN
fsr-3404	117	192	using	use	VERB
fsr-3404	117	193	tc	tc	NUM
fsr-3404	117	194	;	;	PUNCT
fsr-3404	117	195	n	n	CCONJ
fsr-3404	117	196	�	�	NOUN
fsr-3404	117	197	number	number	NOUN
fsr-3404	117	198	of	of	ADP
fsr-3404	117	199	years	year	NOUN
fsr-3404	117	200	until	until	ADP
fsr-3404	117	201	retirement	retirement	NOUN
fsr-3404	117	202	.	.	PUNCT
fsr-3404	118	1	table	table	NOUN
fsr-3404	118	2	3	3	NUM
fsr-3404	118	3	breakeven	breakeven	NOUN
fsr-3404	118	4	return	return	NOUN
fsr-3404	118	5	r	r	NOUN
fsr-3404	118	6	vs.	vs.	ADP
fsr-3404	118	7	years	year	NOUN
fsr-3404	118	8	to	to	PART
fsr-3404	118	9	retirement	retirement	NOUN
fsr-3404	118	10	with	with	ADP
fsr-3404	118	11	reinvestment	reinvestment	NOUN
fsr-3404	118	12	preand	preand	NOUN
fsr-3404	118	13	post	post	ADJ
fsr-3404	118	14	-	-	ADJ
fsr-3404	118	15	tcja	tcja	ADJ
fsr-3404	118	16	panel	panel	NOUN
fsr-3404	118	17	a	a	DET
fsr-3404	118	18	:	:	PUNCT
fsr-3404	118	19	breakeven	breakeven	ADJ
fsr-3404	118	20	returns	return	NOUN
fsr-3404	118	21	with	with	ADP
fsr-3404	118	22	tax	tax	NOUN
fsr-3404	118	23	deduction	deduction	NOUN
fsr-3404	118	24	invested	invest	VERB
fsr-3404	118	25	in	in	ADP
fsr-3404	118	26	a	a	DET
fsr-3404	118	27	fully	fully	ADV
fsr-3404	118	28	taxable	taxable	ADJ
fsr-3404	118	29	account	account	NOUN
fsr-3404	118	30	years	year	NOUN
fsr-3404	118	31	to	to	PART
fsr-3404	118	32	retirement	retirement	VERB
fsr-3404	118	33	�	�	PROPN
fsr-3404	118	34	15	15	NUM
fsr-3404	118	35	years	year	NOUN
fsr-3404	118	36	25	25	NUM
fsr-3404	118	37	years	year	NOUN
fsr-3404	118	38	30	30	NUM
fsr-3404	118	39	years	year	NOUN
fsr-3404	118	40	35	35	NUM
fsr-3404	118	41	years	year	NOUN
fsr-3404	118	42	40	40	NUM
fsr-3404	118	43	years	year	NOUN
fsr-3404	118	44	breakeven	breakeven	ADJ
fsr-3404	118	45	r	r	NOUN
fsr-3404	118	46	old	old	ADJ
fsr-3404	118	47	tax	tax	NOUN
fsr-3404	118	48	law	law	NOUN
fsr-3404	118	49	15.4637	15.4637	NUM
fsr-3404	118	50	%	%	NOUN
fsr-3404	118	51	8.8024	8.8024	NUM
fsr-3404	118	52	%	%	NOUN
fsr-3404	118	53	7.2425	7.2425	NUM
fsr-3404	118	54	%	%	NOUN
fsr-3404	118	55	6.1522	6.1522	NUM
fsr-3404	118	56	%	%	NOUN
fsr-3404	118	57	5.3472	5.3472	NUM
fsr-3404	118	58	%	%	NOUN
fsr-3404	118	59	breakeven	breakeven	ADJ
fsr-3404	118	60	r	r	NOUN
fsr-3404	118	61	new	new	ADJ
fsr-3404	118	62	tax	tax	NOUN
fsr-3404	118	63	law	law	NOUN
fsr-3404	118	64	21.9536	21.9536	NUM
fsr-3404	118	65	%	%	NOUN
fsr-3404	118	66	12.2185	12.2185	NUM
fsr-3404	118	67	%	%	NOUN
fsr-3404	118	68	10.0010	10.0010	NUM
fsr-3404	118	69	%	%	NOUN
fsr-3404	118	70	8.4647	8.4647	NUM
fsr-3404	118	71	%	%	NOUN
fsr-3404	118	72	7.3376	7.3376	NUM
fsr-3404	118	73	%	%	NOUN
fsr-3404	118	74	increase	increase	NOUN
fsr-3404	118	75	in	in	ADP
fsr-3404	118	76	breakeven	breakeven	ADJ
fsr-3404	118	77	r	r	NOUN
fsr-3404	118	78	6.4899	6.4899	NUM
fsr-3404	118	79	%	%	NOUN
fsr-3404	118	80	3.4161	3.4161	NUM
fsr-3404	118	81	%	%	NOUN
fsr-3404	118	82	2.7585	2.7585	NUM
fsr-3404	118	83	%	%	NOUN
fsr-3404	118	84	2.3126	2.3126	NUM
fsr-3404	118	85	%	%	NOUN
fsr-3404	118	86	1.9904	1.9904	NUM
fsr-3404	118	87	%	%	NOUN
fsr-3404	118	88	panel	panel	NOUN
fsr-3404	118	89	b	b	NOUN
fsr-3404	118	90	:	:	PUNCT
fsr-3404	118	91	breakeven	breakeven	ADJ
fsr-3404	118	92	returns	return	NOUN
fsr-3404	118	93	with	with	ADP
fsr-3404	118	94	tax	tax	NOUN
fsr-3404	118	95	deduction	deduction	NOUN
fsr-3404	118	96	from	from	ADP
fsr-3404	118	97	traditional	traditional	ADJ
fsr-3404	118	98	ira	ira	PROPN
fsr-3404	118	99	invested	invest	VERB
fsr-3404	118	100	with	with	ADP
fsr-3404	118	101	an	an	DET
fsr-3404	118	102	effective	effective	ADJ
fsr-3404	118	103	tax	tax	NOUN
fsr-3404	118	104	rate	rate	NOUN
fsr-3404	118	105	(	(	PUNCT
fsr-3404	118	106	ti	ti	NOUN
fsr-3404	118	107	)	)	PUNCT
fsr-3404	118	108	of	of	ADP
fsr-3404	118	109	10	10	NUM
fsr-3404	118	110	%	%	NOUN
fsr-3404	118	111	years	year	NOUN
fsr-3404	118	112	to	to	PART
fsr-3404	118	113	retirement	retirement	VERB
fsr-3404	118	114	�	�	PROPN
fsr-3404	118	115	15	15	NUM
fsr-3404	118	116	years	year	NOUN
fsr-3404	118	117	25	25	NUM
fsr-3404	118	118	years	year	NOUN
fsr-3404	118	119	30	30	NUM
fsr-3404	118	120	years	year	NOUN
fsr-3404	118	121	35	35	NUM
fsr-3404	118	122	years	year	NOUN
fsr-3404	118	123	40	40	NUM
fsr-3404	118	124	years	year	NOUN
fsr-3404	118	125	breakeven	breakeven	ADJ
fsr-3404	118	126	r	r	NOUN
fsr-3404	118	127	old	old	ADJ
fsr-3404	118	128	tax	tax	NOUN
fsr-3404	118	129	law	law	NOUN
fsr-3404	118	130	50.3346	50.3346	NUM
fsr-3404	118	131	%	%	NOUN
fsr-3404	118	132	25.3536	25.3536	NUM
fsr-3404	118	133	%	%	NOUN
fsr-3404	118	134	20.3129	20.3129	NUM
fsr-3404	118	135	%	%	NOUN
fsr-3404	118	136	16.9441	16.9441	NUM
fsr-3404	118	137	%	%	NOUN
fsr-3404	118	138	14.5337	14.5337	NUM
fsr-3404	118	139	%	%	NOUN
fsr-3404	118	140	breakeven	breakeven	NOUN
fsr-3404	118	141	r	r	NOUN
fsr-3404	118	142	new	new	ADJ
fsr-3404	118	143	tax	tax	NOUN
fsr-3404	118	144	law	law	NOUN
fsr-3404	118	145	65.5725	65.5725	NUM
fsr-3404	118	146	%	%	NOUN
fsr-3404	118	147	31.4991	31.4991	NUM
fsr-3404	118	148	%	%	NOUN
fsr-3404	118	149	25.0028	25.0028	NUM
fsr-3404	118	150	%	%	NOUN
fsr-3404	118	151	20.7278	20.7278	NUM
fsr-3404	118	152	%	%	NOUN
fsr-3404	118	153	17.7013	17.7013	NUM
fsr-3404	118	154	%	%	NOUN
fsr-3404	118	155	increase	increase	NOUN
fsr-3404	118	156	in	in	ADP
fsr-3404	118	157	breakeven	breakeven	NOUN
fsr-3404	118	158	r	r	NOUN
fsr-3404	118	159	15.24	15.24	NUM
fsr-3404	118	160	%	%	NOUN
fsr-3404	118	161	6.15	6.15	NUM
fsr-3404	118	162	%	%	NOUN
fsr-3404	118	163	4.69	4.69	NUM
fsr-3404	118	164	%	%	NOUN
fsr-3404	118	165	3.78	3.78	NUM
fsr-3404	118	166	%	%	NOUN
fsr-3404	118	167	3.17	3.17	NUM
fsr-3404	118	168	%	%	NOUN
fsr-3404	118	169	note	note	NOUN
fsr-3404	118	170	:	:	PUNCT
fsr-3404	118	171	ira	ira	PROPN
fsr-3404	118	172	�	�	PROPN
fsr-3404	118	173	individual	individual	PROPN
fsr-3404	118	174	retirement	retirement	PROPN
fsr-3404	118	175	account	account	NOUN
fsr-3404	118	176	;	;	PUNCT
fsr-3404	118	177	tcja	tcja	PROPN
fsr-3404	118	178	�	�	PROPN
fsr-3404	118	179	tax	tax	NOUN
fsr-3404	118	180	cut	cut	NOUN
fsr-3404	118	181	and	and	CCONJ
fsr-3404	118	182	jobs	job	NOUN
fsr-3404	118	183	act	act	PROPN
fsr-3404	118	184	.	.	PUNCT
fsr-3404	119	1	351	351	NUM
fsr-3404	119	2	t.	t.	NOUN
fsr-3404	119	3	manuel	manuel	NOUN
fsr-3404	119	4	et	et	PROPN
fsr-3404	119	5	al	al	PROPN
fsr-3404	119	6	.	.	PUNCT
fsr-3404	119	7	/	/	SYM
fsr-3404	119	8	financial	financial	ADJ
fsr-3404	119	9	services	service	NOUN
fsr-3404	119	10	review	review	VERB
fsr-3404	119	11	27	27	NUM
fsr-3404	119	12	(	(	PUNCT
fsr-3404	119	13	2018	2018	NUM
fsr-3404	119	14	)	)	PUNCT
fsr-3404	119	15	345	345	NUM
fsr-3404	119	16	-	-	SYM
fsr-3404	119	17	365	365	NUM
fsr-3404	119	18	12.2185	12.2185	NUM
fsr-3404	119	19	%	%	NOUN
fsr-3404	119	20	,	,	PUNCT
fsr-3404	119	21	and	and	CCONJ
fsr-3404	119	22	the	the	DET
fsr-3404	119	23	traditional	traditional	ADJ
fsr-3404	119	24	ira	ira	PROPN
fsr-3404	119	25	is	be	AUX
fsr-3404	119	26	preferred	prefer	VERB
fsr-3404	119	27	over	over	ADP
fsr-3404	119	28	a	a	DET
fsr-3404	119	29	broader	broad	ADJ
fsr-3404	119	30	range	range	NOUN
fsr-3404	119	31	of	of	ADP
fsr-3404	119	32	returns	return	NOUN
fsr-3404	119	33	.	.	PUNCT
fsr-3404	120	1	as	as	ADP
fsr-3404	120	2	time	time	NOUN
fsr-3404	120	3	to	to	ADP
fsr-3404	120	4	retirement	retirement	NOUN
fsr-3404	120	5	(	(	PUNCT
fsr-3404	120	6	n	n	CCONJ
fsr-3404	120	7	)	)	PUNCT
fsr-3404	120	8	increases	increase	NOUN
fsr-3404	120	9	,	,	PUNCT
fsr-3404	120	10	the	the	DET
fsr-3404	120	11	breakeven	breakeven	NOUN
fsr-3404	120	12	rates	rate	NOUN
fsr-3404	120	13	fall	fall	VERB
fsr-3404	120	14	under	under	ADP
fsr-3404	120	15	both	both	DET
fsr-3404	120	16	tax	tax	NOUN
fsr-3404	120	17	regimes	regime	NOUN
fsr-3404	120	18	because	because	SCONJ
fsr-3404	120	19	higher	high	ADJ
fsr-3404	120	20	after	after	ADP
fsr-3404	120	21	-	-	PUNCT
fsr-3404	120	22	tax	tax	NOUN
fsr-3404	120	23	future	future	ADJ
fsr-3404	120	24	values	value	NOUN
fsr-3404	120	25	are	be	AUX
fsr-3404	120	26	produced	produce	VERB
fsr-3404	120	27	by	by	ADP
fsr-3404	120	28	the	the	DET
fsr-3404	120	29	roth	roth	PROPN
fsr-3404	120	30	at	at	ADP
fsr-3404	120	31	longer	long	ADV
fsr-3404	120	32	n.	n.	VERB
fsr-3404	120	33	the	the	DET
fsr-3404	120	34	difference	difference	NOUN
fsr-3404	120	35	between	between	ADP
fsr-3404	120	36	the	the	DET
fsr-3404	120	37	breakeven	breakeven	ADJ
fsr-3404	120	38	rates	rate	NOUN
fsr-3404	120	39	of	of	ADP
fsr-3404	120	40	return	return	NOUN
fsr-3404	120	41	induced	induce	VERB
fsr-3404	120	42	by	by	ADP
fsr-3404	120	43	the	the	DET
fsr-3404	120	44	lower	low	ADJ
fsr-3404	120	45	tax	tax	NOUN
fsr-3404	120	46	rates	rate	NOUN
fsr-3404	120	47	under	under	ADP
fsr-3404	120	48	the	the	DET
fsr-3404	120	49	new	new	ADJ
fsr-3404	120	50	law	law	NOUN
fsr-3404	120	51	is	be	AUX
fsr-3404	120	52	thus	thus	ADV
fsr-3404	120	53	reduced	reduce	VERB
fsr-3404	120	54	as	as	SCONJ
fsr-3404	120	55	n	n	NUM
fsr-3404	120	56	is	be	AUX
fsr-3404	120	57	increased	increase	VERB
fsr-3404	120	58	.	.	PUNCT
fsr-3404	121	1	this	this	PRON
fsr-3404	121	2	implies	imply	VERB
fsr-3404	121	3	that	that	SCONJ
fsr-3404	121	4	the	the	DET
fsr-3404	121	5	new	new	ADJ
fsr-3404	121	6	tax	tax	NOUN
fsr-3404	121	7	law	law	NOUN
fsr-3404	121	8	should	should	AUX
fsr-3404	121	9	not	not	PART
fsr-3404	121	10	have	have	VERB
fsr-3404	121	11	as	as	ADV
fsr-3404	121	12	large	large	ADJ
fsr-3404	121	13	an	an	DET
fsr-3404	121	14	influence	influence	NOUN
fsr-3404	121	15	on	on	ADP
fsr-3404	121	16	the	the	DET
fsr-3404	121	17	choice	choice	NOUN
fsr-3404	121	18	of	of	ADP
fsr-3404	121	19	ira	ira	PROPN
fsr-3404	121	20	for	for	ADP
fsr-3404	121	21	younger	young	ADJ
fsr-3404	121	22	investors	investor	NOUN
fsr-3404	121	23	.	.	PUNCT
fsr-3404	122	1	however	however	ADV
fsr-3404	122	2	,	,	PUNCT
fsr-3404	122	3	older	old	ADJ
fsr-3404	122	4	investors	investor	NOUN
fsr-3404	122	5	facing	face	VERB
fsr-3404	122	6	the	the	DET
fsr-3404	122	7	same	same	ADJ
fsr-3404	122	8	tax	tax	NOUN
fsr-3404	122	9	rates	rate	NOUN
fsr-3404	122	10	as	as	SCONJ
fsr-3404	122	11	depicted	depict	VERB
fsr-3404	122	12	above	above	ADV
fsr-3404	122	13	who	who	PRON
fsr-3404	122	14	are	be	AUX
fsr-3404	122	15	starting	start	VERB
fsr-3404	122	16	to	to	PART
fsr-3404	122	17	invest	invest	VERB
fsr-3404	122	18	with	with	ADP
fsr-3404	122	19	a	a	DET
fsr-3404	122	20	shorter	short	ADJ
fsr-3404	122	21	time	time	NOUN
fsr-3404	122	22	to	to	PART
fsr-3404	122	23	retirement	retirement	VERB
fsr-3404	122	24	such	such	ADJ
fsr-3404	122	25	as	as	ADP
fsr-3404	122	26	15	15	NUM
fsr-3404	122	27	years	year	NOUN
fsr-3404	122	28	may	may	AUX
fsr-3404	122	29	prefer	prefer	VERB
fsr-3404	122	30	a	a	DET
fsr-3404	122	31	traditional	traditional	ADJ
fsr-3404	122	32	ira	ira	NOUN
fsr-3404	122	33	for	for	ADP
fsr-3404	122	34	almost	almost	ADV
fsr-3404	122	35	all	all	PRON
fsr-3404	122	36	investment	investment	NOUN
fsr-3404	122	37	portfolios	portfolio	NOUN
fsr-3404	122	38	.	.	PUNCT
fsr-3404	123	1	in	in	ADP
fsr-3404	123	2	this	this	DET
fsr-3404	123	3	case	case	NOUN
fsr-3404	123	4	the	the	DET
fsr-3404	123	5	breakeven	breakeven	NOUN
fsr-3404	123	6	r	r	NOUN
fsr-3404	123	7	where	where	SCONJ
fsr-3404	123	8	the	the	DET
fsr-3404	123	9	roth	roth	NOUN
fsr-3404	123	10	provides	provide	VERB
fsr-3404	123	11	a	a	DET
fsr-3404	123	12	higher	high	ADJ
fsr-3404	123	13	future	future	ADJ
fsr-3404	123	14	value	value	NOUN
fsr-3404	123	15	is	be	AUX
fsr-3404	123	16	21.95	21.95	NUM
fsr-3404	123	17	%	%	NOUN
fsr-3404	123	18	under	under	ADP
fsr-3404	123	19	the	the	DET
fsr-3404	123	20	new	new	ADJ
fsr-3404	123	21	tax	tax	NOUN
fsr-3404	123	22	law	law	NOUN
fsr-3404	123	23	.	.	PUNCT
fsr-3404	124	1	most	most	ADJ
fsr-3404	124	2	investors	investor	NOUN
fsr-3404	124	3	are	be	AUX
fsr-3404	124	4	unlikely	unlikely	ADJ
fsr-3404	124	5	to	to	PART
fsr-3404	124	6	achieve	achieve	VERB
fsr-3404	124	7	this	this	DET
fsr-3404	124	8	large	large	ADJ
fsr-3404	124	9	of	of	ADP
fsr-3404	124	10	an	an	DET
fsr-3404	124	11	average	average	ADJ
fsr-3404	124	12	return	return	NOUN
fsr-3404	124	13	.	.	PUNCT
fsr-3404	125	1	panel	panel	NOUN
fsr-3404	125	2	b	b	PROPN
fsr-3404	125	3	of	of	ADP
fsr-3404	125	4	table	table	NOUN
fsr-3404	125	5	3	3	NUM
fsr-3404	125	6	depicts	depict	VERB
fsr-3404	125	7	the	the	DET
fsr-3404	125	8	various	various	ADJ
fsr-3404	125	9	breakeven	breakeven	ADJ
fsr-3404	125	10	rates	rate	NOUN
fsr-3404	125	11	of	of	ADP
fsr-3404	125	12	return	return	NOUN
fsr-3404	125	13	under	under	ADP
fsr-3404	125	14	the	the	DET
fsr-3404	125	15	old	old	ADJ
fsr-3404	125	16	tax	tax	NOUN
fsr-3404	125	17	law	law	NOUN
fsr-3404	125	18	and	and	CCONJ
fsr-3404	125	19	the	the	DET
fsr-3404	125	20	new	new	ADJ
fsr-3404	125	21	assuming	assume	VERB
fsr-3404	125	22	that	that	SCONJ
fsr-3404	125	23	the	the	DET
fsr-3404	125	24	deduction	deduction	NOUN
fsr-3404	125	25	generated	generate	VERB
fsr-3404	125	26	by	by	ADP
fsr-3404	125	27	the	the	DET
fsr-3404	125	28	traditional	traditional	ADJ
fsr-3404	125	29	ira	ira	PROPN
fsr-3404	125	30	is	be	AUX
fsr-3404	125	31	invested	invest	VERB
fsr-3404	125	32	in	in	ADP
fsr-3404	125	33	a	a	DET
fsr-3404	125	34	tax	tax	NOUN
fsr-3404	125	35	-	-	PUNCT
fsr-3404	125	36	advantaged	advantaged	ADJ
fsr-3404	125	37	investment.9	investment.9	NOUN
fsr-3404	125	38	horan	horan	PROPN
fsr-3404	125	39	(	(	PUNCT
fsr-3404	125	40	2003	2003	NUM
fsr-3404	125	41	,	,	PUNCT
fsr-3404	125	42	2006	2006	NUM
fsr-3404	125	43	)	)	PUNCT
fsr-3404	125	44	and	and	CCONJ
fsr-3404	125	45	others	other	NOUN
fsr-3404	125	46	have	have	AUX
fsr-3404	125	47	shown	show	VERB
fsr-3404	125	48	that	that	SCONJ
fsr-3404	125	49	the	the	DET
fsr-3404	125	50	ability	ability	NOUN
fsr-3404	125	51	to	to	PART
fsr-3404	125	52	invest	invest	VERB
fsr-3404	125	53	the	the	DET
fsr-3404	125	54	deduction	deduction	NOUN
fsr-3404	125	55	in	in	ADP
fsr-3404	125	56	a	a	DET
fsr-3404	125	57	mutual	mutual	ADJ
fsr-3404	125	58	fund	fund	NOUN
fsr-3404	125	59	with	with	ADP
fsr-3404	125	60	a	a	DET
fsr-3404	125	61	tax	tax	NOUN
fsr-3404	125	62	deferral	deferral	ADJ
fsr-3404	125	63	feature	feature	NOUN
fsr-3404	125	64	,	,	PUNCT
fsr-3404	125	65	or	or	CCONJ
fsr-3404	125	66	in	in	ADP
fsr-3404	125	67	a	a	DET
fsr-3404	125	68	tax	tax	NOUN
fsr-3404	125	69	advantaged	advantage	VERB
fsr-3404	125	70	investment	investment	NOUN
fsr-3404	125	71	increases	increase	VERB
fsr-3404	125	72	the	the	DET
fsr-3404	125	73	future	future	ADJ
fsr-3404	125	74	value	value	NOUN
fsr-3404	125	75	of	of	ADP
fsr-3404	125	76	the	the	DET
fsr-3404	125	77	traditional	traditional	ADJ
fsr-3404	125	78	ira	ira	PROPN
fsr-3404	125	79	.	.	PUNCT
fsr-3404	126	1	to	to	PART
fsr-3404	126	2	illustrate	illustrate	VERB
fsr-3404	126	3	the	the	DET
fsr-3404	126	4	impact	impact	NOUN
fsr-3404	126	5	on	on	ADP
fsr-3404	126	6	the	the	DET
fsr-3404	126	7	breakeven	breakeven	ADJ
fsr-3404	126	8	rate	rate	NOUN
fsr-3404	126	9	of	of	ADP
fsr-3404	126	10	return	return	NOUN
fsr-3404	126	11	the	the	DET
fsr-3404	126	12	effective	effective	ADJ
fsr-3404	126	13	tax	tax	NOUN
fsr-3404	126	14	rate	rate	NOUN
fsr-3404	126	15	on	on	ADP
fsr-3404	126	16	the	the	DET
fsr-3404	126	17	amount	amount	NOUN
fsr-3404	126	18	invested	invest	VERB
fsr-3404	126	19	(	(	PUNCT
fsr-3404	126	20	ti	ti	NOUN
fsr-3404	126	21	)	)	PUNCT
fsr-3404	126	22	is	be	AUX
fsr-3404	126	23	assumed	assume	VERB
fsr-3404	126	24	to	to	PART
fsr-3404	126	25	be	be	AUX
fsr-3404	126	26	10	10	NUM
fsr-3404	126	27	%	%	NOUN
fsr-3404	126	28	to	to	PART
fsr-3404	126	29	generate	generate	VERB
fsr-3404	126	30	the	the	DET
fsr-3404	126	31	results	result	NOUN
fsr-3404	126	32	in	in	ADP
fsr-3404	126	33	panel	panel	NOUN
fsr-3404	126	34	b.	b.	PROPN
fsr-3404	127	1	the	the	DET
fsr-3404	127	2	breakeven	breakeven	PROPN
fsr-3404	127	3	rates	rate	NOUN
fsr-3404	127	4	of	of	ADP
fsr-3404	127	5	return	return	NOUN
fsr-3404	127	6	are	be	AUX
fsr-3404	127	7	substantially	substantially	ADV
fsr-3404	127	8	increased	increase	VERB
fsr-3404	127	9	under	under	ADP
fsr-3404	127	10	both	both	CCONJ
fsr-3404	127	11	the	the	DET
fsr-3404	127	12	old	old	ADJ
fsr-3404	127	13	and	and	CCONJ
fsr-3404	127	14	the	the	DET
fsr-3404	127	15	new	new	ADJ
fsr-3404	127	16	tax	tax	NOUN
fsr-3404	127	17	rates	rate	NOUN
fsr-3404	127	18	and	and	CCONJ
fsr-3404	127	19	the	the	DET
fsr-3404	127	20	traditional	traditional	ADJ
fsr-3404	127	21	ira	ira	PROPN
fsr-3404	127	22	would	would	AUX
fsr-3404	127	23	likely	likely	ADV
fsr-3404	127	24	provide	provide	VERB
fsr-3404	127	25	a	a	DET
fsr-3404	127	26	higher	high	ADJ
fsr-3404	127	27	after	after	ADP
fsr-3404	127	28	tax	tax	NOUN
fsr-3404	127	29	future	future	ADJ
fsr-3404	127	30	value	value	NOUN
fsr-3404	127	31	under	under	ADP
fsr-3404	127	32	most	most	ADJ
fsr-3404	127	33	return	return	VERB
fsr-3404	127	34	scenarios	scenario	NOUN
fsr-3404	127	35	.	.	PUNCT
fsr-3404	128	1	recent	recent	ADJ
fsr-3404	128	2	work	work	NOUN
fsr-3404	128	3	by	by	ADP
fsr-3404	128	4	adelman	adelman	NOUN
fsr-3404	128	5	and	and	CCONJ
fsr-3404	128	6	cross	cross	PROPN
fsr-3404	128	7	(	(	PUNCT
fsr-3404	128	8	2010	2010	NUM
fsr-3404	128	9	)	)	PUNCT
fsr-3404	128	10	and	and	CCONJ
fsr-3404	128	11	beshears	beshear	NOUN
fsr-3404	128	12	et	et	PROPN
fsr-3404	128	13	al	al	PROPN
fsr-3404	128	14	.	.	PROPN
fsr-3404	128	15	,	,	PUNCT
fsr-3404	128	16	(	(	PUNCT
fsr-3404	128	17	2017	2017	NUM
fsr-3404	128	18	)	)	PUNCT
fsr-3404	128	19	indicate	indicate	VERB
fsr-3404	128	20	that	that	SCONJ
fsr-3404	128	21	many	many	ADJ
fsr-3404	128	22	people	people	NOUN
fsr-3404	128	23	do	do	AUX
fsr-3404	128	24	not	not	PART
fsr-3404	128	25	invest	invest	VERB
fsr-3404	128	26	the	the	DET
fsr-3404	128	27	tax	tax	NOUN
fsr-3404	128	28	savings	saving	NOUN
fsr-3404	128	29	from	from	ADP
fsr-3404	128	30	the	the	DET
fsr-3404	128	31	traditional	traditional	ADJ
fsr-3404	128	32	ira	ira	PROPN
fsr-3404	128	33	,	,	PUNCT
fsr-3404	128	34	preferring	prefer	VERB
fsr-3404	128	35	instead	instead	ADV
fsr-3404	128	36	to	to	PART
fsr-3404	128	37	consume	consume	VERB
fsr-3404	128	38	the	the	DET
fsr-3404	128	39	extra	extra	ADJ
fsr-3404	128	40	income	income	NOUN
fsr-3404	128	41	.	.	PUNCT
fsr-3404	129	1	this	this	DET
fsr-3404	129	2	possibility	possibility	NOUN
fsr-3404	129	3	complicates	complicate	VERB
fsr-3404	129	4	the	the	DET
fsr-3404	129	5	choice	choice	NOUN
fsr-3404	129	6	of	of	ADP
fsr-3404	129	7	the	the	DET
fsr-3404	129	8	two	two	NUM
fsr-3404	129	9	types	type	NOUN
fsr-3404	129	10	because	because	SCONJ
fsr-3404	129	11	future	future	ADJ
fsr-3404	129	12	retirement	retirement	NOUN
fsr-3404	129	13	income	income	NOUN
fsr-3404	129	14	will	will	AUX
fsr-3404	129	15	vary	vary	VERB
fsr-3404	129	16	with	with	ADP
fsr-3404	129	17	investor	investor	NOUN
fsr-3404	129	18	behavior.10	behavior.10	NOUN
fsr-3404	129	19	the	the	DET
fsr-3404	129	20	fv	fv	PROPN
fsr-3404	129	21	of	of	ADP
fsr-3404	129	22	the	the	DET
fsr-3404	129	23	roth	roth	PROPN
fsr-3404	129	24	will	will	AUX
fsr-3404	129	25	be	be	AUX
fsr-3404	129	26	greater	great	ADJ
fsr-3404	129	27	than	than	ADP
fsr-3404	129	28	the	the	DET
fsr-3404	129	29	fv	fv	NOUN
fsr-3404	129	30	of	of	ADP
fsr-3404	129	31	the	the	DET
fsr-3404	129	32	traditional	traditional	ADJ
fsr-3404	129	33	ira	ira	PROPN
fsr-3404	129	34	at	at	ADP
fsr-3404	129	35	lower	low	ADJ
fsr-3404	129	36	breakeven	breakeven	ADJ
fsr-3404	129	37	rates	rate	NOUN
fsr-3404	129	38	of	of	ADP
fsr-3404	129	39	return	return	NOUN
fsr-3404	129	40	if	if	SCONJ
fsr-3404	129	41	investors	investor	NOUN
fsr-3404	129	42	do	do	AUX
fsr-3404	129	43	not	not	PART
fsr-3404	129	44	reinvest	reinvest	VERB
fsr-3404	129	45	the	the	DET
fsr-3404	129	46	tax	tax	NOUN
fsr-3404	129	47	savings	saving	NOUN
fsr-3404	129	48	because	because	SCONJ
fsr-3404	129	49	in	in	ADP
fsr-3404	129	50	this	this	DET
fsr-3404	129	51	case	case	NOUN
fsr-3404	129	52	the	the	DET
fsr-3404	129	53	future	future	ADJ
fsr-3404	129	54	value	value	NOUN
fsr-3404	129	55	of	of	ADP
fsr-3404	129	56	the	the	DET
fsr-3404	129	57	traditional	traditional	ADJ
fsr-3404	129	58	ira	ira	PROPN
fsr-3404	129	59	per	per	ADP
fsr-3404	129	60	dollar	dollar	NOUN
fsr-3404	129	61	is	be	AUX
fsr-3404	129	62	(	(	PUNCT
fsr-3404	129	63	1	1	NUM
fsr-3404	129	64	�	�	PROPN
fsr-3404	129	65	r)n(1	r)n(1	PROPN
fsr-3404	129	66	�	�	PROPN
fsr-3404	129	67	tw	tw	PROPN
fsr-3404	129	68	)	)	PUNCT
fsr-3404	129	69	�	�	PROPN
fsr-3404	129	70	tc	tc	PROPN
fsr-3404	129	71	,	,	PUNCT
fsr-3404	129	72	which	which	PRON
fsr-3404	129	73	is	be	AUX
fsr-3404	129	74	less	less	ADJ
fsr-3404	129	75	than	than	ADP
fsr-3404	129	76	the	the	DET
fsr-3404	129	77	future	future	ADJ
fsr-3404	129	78	value	value	NOUN
fsr-3404	129	79	of	of	ADP
fsr-3404	129	80	the	the	DET
fsr-3404	129	81	roth	roth	PROPN
fsr-3404	129	82	ira	ira	PROPN
fsr-3404	129	83	of	of	ADP
fsr-3404	129	84	(	(	PUNCT
fsr-3404	129	85	1	1	NUM
fsr-3404	129	86	�	�	NOUN
fsr-3404	129	87	r)n	r)n	NOUN
fsr-3404	129	88	if	if	SCONJ
fsr-3404	129	89	tc	tc	NUM
fsr-3404	129	90	/	/	SYM
fsr-3404	129	91	tw	tw	NOUN
fsr-3404	129	92	�	�	PROPN
fsr-3404	129	93	(	(	PUNCT
fsr-3404	129	94	1	1	NUM
fsr-3404	129	95	�	�	NOUN
fsr-3404	129	96	r)n.11	r)n.11	PROPN
fsr-3404	129	97	the	the	DET
fsr-3404	129	98	roth	roth	NOUN
fsr-3404	129	99	will	will	AUX
fsr-3404	129	100	generally	generally	ADV
fsr-3404	129	101	provide	provide	VERB
fsr-3404	129	102	a	a	DET
fsr-3404	129	103	higher	high	ADJ
fsr-3404	129	104	future	future	ADJ
fsr-3404	129	105	value	value	NOUN
fsr-3404	129	106	under	under	ADP
fsr-3404	129	107	a	a	DET
fsr-3404	129	108	broad	broad	ADJ
fsr-3404	129	109	range	range	NOUN
fsr-3404	129	110	of	of	ADP
fsr-3404	129	111	investment	investment	NOUN
fsr-3404	129	112	returns	return	NOUN
fsr-3404	129	113	,	,	PUNCT
fsr-3404	129	114	especially	especially	ADV
fsr-3404	129	115	if	if	SCONJ
fsr-3404	129	116	n	n	PRON
fsr-3404	129	117	is	be	AUX
fsr-3404	129	118	large	large	ADJ
fsr-3404	129	119	.	.	PUNCT
fsr-3404	130	1	table	table	NOUN
fsr-3404	130	2	4	4	NUM
fsr-3404	130	3	provides	provide	VERB
fsr-3404	130	4	data	datum	NOUN
fsr-3404	130	5	on	on	ADP
fsr-3404	130	6	the	the	DET
fsr-3404	130	7	future	future	ADJ
fsr-3404	130	8	values	value	NOUN
fsr-3404	130	9	of	of	ADP
fsr-3404	130	10	the	the	DET
fsr-3404	130	11	roth	roth	NOUN
fsr-3404	130	12	and	and	CCONJ
fsr-3404	130	13	traditional	traditional	ADJ
fsr-3404	130	14	iras	ira	NOUN
fsr-3404	130	15	for	for	ADP
fsr-3404	130	16	a	a	DET
fsr-3404	130	17	20	20	NUM
fsr-3404	130	18	year	year	NOUN
fsr-3404	130	19	work	work	NOUN
fsr-3404	130	20	period	period	NOUN
fsr-3404	130	21	at	at	ADP
fsr-3404	130	22	different	different	ADJ
fsr-3404	130	23	r	r	NOUN
fsr-3404	130	24	when	when	SCONJ
fsr-3404	130	25	the	the	DET
fsr-3404	130	26	tax	tax	NOUN
fsr-3404	130	27	savings	saving	NOUN
fsr-3404	130	28	from	from	ADP
fsr-3404	130	29	the	the	DET
fsr-3404	130	30	traditional	traditional	ADJ
fsr-3404	130	31	ira	ira	PROPN
fsr-3404	130	32	are	be	AUX
fsr-3404	130	33	not	not	PART
fsr-3404	130	34	reinvested	reinveste	VERB
fsr-3404	130	35	under	under	ADP
fsr-3404	130	36	the	the	DET
fsr-3404	130	37	old	old	ADJ
fsr-3404	130	38	and	and	CCONJ
fsr-3404	130	39	the	the	DET
fsr-3404	130	40	new	new	ADJ
fsr-3404	130	41	tax	tax	NOUN
fsr-3404	130	42	law.12	law.12	NOUN
fsr-3404	130	43	when	when	SCONJ
fsr-3404	130	44	an	an	DET
fsr-3404	130	45	individual	individual	NOUN
fsr-3404	130	46	does	do	AUX
fsr-3404	130	47	not	not	PART
fsr-3404	130	48	invest	invest	VERB
fsr-3404	130	49	the	the	DET
fsr-3404	130	50	tax	tax	NOUN
fsr-3404	130	51	savings	saving	NOUN
fsr-3404	130	52	from	from	ADP
fsr-3404	130	53	the	the	DET
fsr-3404	130	54	traditional	traditional	ADJ
fsr-3404	130	55	ira	ira	PROPN
fsr-3404	130	56	,	,	PUNCT
fsr-3404	130	57	the	the	DET
fsr-3404	130	58	roth	roth	NOUN
fsr-3404	130	59	is	be	AUX
fsr-3404	130	60	preferred	preferred	ADJ
fsr-3404	130	61	if	if	SCONJ
fsr-3404	130	62	(	(	PUNCT
fsr-3404	130	63	1	1	NUM
fsr-3404	130	64	�	�	PROPN
fsr-3404	130	65	r)n	r)n	NOUN
fsr-3404	130	66	�	�	PROPN
fsr-3404	130	67	tc	tc	PROPN
fsr-3404	130	68	/	/	SYM
fsr-3404	130	69	tw	tw	PROPN
fsr-3404	130	70	.	.	PUNCT
fsr-3404	131	1	the	the	DET
fsr-3404	131	2	top	top	ADJ
fsr-3404	131	3	part	part	NOUN
fsr-3404	131	4	of	of	ADP
fsr-3404	131	5	table	table	NOUN
fsr-3404	131	6	4	4	NUM
fsr-3404	131	7	depicts	depict	VERB
fsr-3404	131	8	rates	rate	NOUN
fsr-3404	131	9	of	of	ADP
fsr-3404	131	10	return	return	NOUN
fsr-3404	131	11	where	where	SCONJ
fsr-3404	131	12	the	the	DET
fsr-3404	131	13	table	table	NOUN
fsr-3404	131	14	4	4	NUM
fsr-3404	131	15	future	future	ADJ
fsr-3404	131	16	value	value	NOUN
fsr-3404	131	17	of	of	ADP
fsr-3404	131	18	equal	equal	ADJ
fsr-3404	131	19	after	after	ADP
fsr-3404	131	20	-	-	PUNCT
fsr-3404	131	21	tax	tax	NOUN
fsr-3404	131	22	investments	investment	NOUN
fsr-3404	131	23	in	in	ADP
fsr-3404	131	24	traditional	traditional	ADJ
fsr-3404	131	25	ira	ira	PROPN
fsr-3404	131	26	with	with	ADP
fsr-3404	131	27	tax	tax	NOUN
fsr-3404	131	28	savings	saving	NOUN
fsr-3404	131	29	not	not	PART
fsr-3404	131	30	invested	invest	VERB
fsr-3404	131	31	compared	compare	VERB
fsr-3404	131	32	with	with	ADP
fsr-3404	131	33	future	future	ADJ
fsr-3404	131	34	value	value	NOUN
fsr-3404	131	35	of	of	ADP
fsr-3404	131	36	roth	roth	PROPN
fsr-3404	131	37	ira	ira	PROPN
fsr-3404	131	38	tax	tax	PROPN
fsr-3404	131	39	law	law	NOUN
fsr-3404	131	40	tw	tw	VERB
fsr-3404	131	41	tc	tc	NOUN
fsr-3404	131	42	r	r	NOUN
fsr-3404	131	43	n	n	PROPN
fsr-3404	131	44	tc	tc	NOUN
fsr-3404	131	45	/	/	SYM
fsr-3404	131	46	tw	tw	NOUN
fsr-3404	131	47	(	(	PUNCT
fsr-3404	131	48	1	1	NUM
fsr-3404	131	49	�	�	PROPN
fsr-3404	131	50	r)n	r)n	NOUN
fsr-3404	131	51	preference	preference	NOUN
fsr-3404	131	52	2017	2017	NUM
fsr-3404	131	53	15	15	NUM
fsr-3404	131	54	%	%	NOUN
fsr-3404	131	55	25	25	NUM
fsr-3404	131	56	%	%	NOUN
fsr-3404	131	57	2.00	2.00	NUM
fsr-3404	131	58	%	%	NOUN
fsr-3404	131	59	20	20	NUM
fsr-3404	131	60	1.6667	1.6667	NUM
fsr-3404	131	61	1.48595	1.48595	NUM
fsr-3404	131	62	traditional	traditional	ADJ
fsr-3404	131	63	15	15	NUM
fsr-3404	131	64	%	%	NOUN
fsr-3404	131	65	25	25	NUM
fsr-3404	131	66	%	%	NOUN
fsr-3404	131	67	3.00	3.00	NUM
fsr-3404	131	68	%	%	NOUN
fsr-3404	131	69	20	20	NUM
fsr-3404	131	70	1.6667	1.6667	NUM
fsr-3404	131	71	1.80611	1.80611	NUM
fsr-3404	131	72	roth	roth	NOUN
fsr-3404	131	73	15	15	NUM
fsr-3404	131	74	%	%	NOUN
fsr-3404	131	75	25	25	NUM
fsr-3404	131	76	%	%	NOUN
fsr-3404	131	77	4.00	4.00	NUM
fsr-3404	131	78	%	%	NOUN
fsr-3404	131	79	20	20	NUM
fsr-3404	131	80	1.6667	1.6667	NUM
fsr-3404	131	81	2.19112	2.19112	NUM
fsr-3404	131	82	roth	roth	NOUN
fsr-3404	131	83	2018	2018	NUM
fsr-3404	131	84	12	12	NUM
fsr-3404	131	85	%	%	NOUN
fsr-3404	131	86	22	22	NUM
fsr-3404	131	87	%	%	NOUN
fsr-3404	131	88	2.00	2.00	NUM
fsr-3404	131	89	%	%	NOUN
fsr-3404	131	90	20	20	NUM
fsr-3404	131	91	1.8333	1.8333	NUM
fsr-3404	131	92	1.48595	1.48595	NUM
fsr-3404	131	93	traditional	traditional	ADJ
fsr-3404	131	94	(	(	PUNCT
fsr-3404	131	95	tcja	tcja	NOUN
fsr-3404	131	96	)	)	PUNCT
fsr-3404	131	97	12	12	NUM
fsr-3404	131	98	%	%	NOUN
fsr-3404	131	99	22	22	NUM
fsr-3404	131	100	%	%	NOUN
fsr-3404	131	101	3.00	3.00	NUM
fsr-3404	131	102	%	%	NOUN
fsr-3404	131	103	20	20	NUM
fsr-3404	131	104	1.8333	1.8333	NUM
fsr-3404	131	105	1.80611	1.80611	NUM
fsr-3404	131	106	traditional	traditional	ADJ
fsr-3404	131	107	12	12	NUM
fsr-3404	131	108	%	%	NOUN
fsr-3404	131	109	22	22	NUM
fsr-3404	131	110	%	%	NOUN
fsr-3404	131	111	4.00	4.00	NUM
fsr-3404	131	112	%	%	NOUN
fsr-3404	131	113	20	20	NUM
fsr-3404	131	114	1.8333	1.8333	NUM
fsr-3404	131	115	2.19112	2.19112	NUM
fsr-3404	131	116	roth	roth	NOUN
fsr-3404	131	117	12	12	NUM
fsr-3404	131	118	%	%	NOUN
fsr-3404	131	119	22	22	NUM
fsr-3404	131	120	%	%	NOUN
fsr-3404	131	121	5.00	5.00	NUM
fsr-3404	131	122	%	%	NOUN
fsr-3404	131	123	20	20	NUM
fsr-3404	131	124	1.8333	1.8333	NUM
fsr-3404	131	125	2.65330	2.65330	NUM
fsr-3404	131	126	roth	roth	NOUN
fsr-3404	131	127	note	note	NOUN
fsr-3404	131	128	:	:	PUNCT
fsr-3404	131	129	ira	ira	PROPN
fsr-3404	131	130	�	�	PROPN
fsr-3404	131	131	individual	individual	PROPN
fsr-3404	131	132	retirement	retirement	PROPN
fsr-3404	131	133	account	account	NOUN
fsr-3404	131	134	;	;	PUNCT
fsr-3404	131	135	tcja	tcja	PROPN
fsr-3404	131	136	�	�	PROPN
fsr-3404	131	137	tax	tax	NOUN
fsr-3404	131	138	cut	cut	NOUN
fsr-3404	131	139	and	and	CCONJ
fsr-3404	131	140	jobs	job	NOUN
fsr-3404	131	141	act	act	PROPN
fsr-3404	131	142	.	.	PUNCT
fsr-3404	132	1	352	352	NUM
fsr-3404	132	2	t.	t.	NOUN
fsr-3404	132	3	manuel	manuel	NOUN
fsr-3404	132	4	et	et	PROPN
fsr-3404	132	5	al	al	PROPN
fsr-3404	132	6	.	.	PUNCT
fsr-3404	132	7	/	/	SYM
fsr-3404	132	8	financial	financial	ADJ
fsr-3404	132	9	services	service	NOUN
fsr-3404	132	10	review	review	VERB
fsr-3404	132	11	27	27	NUM
fsr-3404	132	12	(	(	PUNCT
fsr-3404	132	13	2018	2018	NUM
fsr-3404	132	14	)	)	PUNCT
fsr-3404	132	15	345	345	NUM
fsr-3404	132	16	-	-	SYM
fsr-3404	132	17	365	365	NUM
fsr-3404	132	18	traditional	traditional	ADJ
fsr-3404	132	19	or	or	CCONJ
fsr-3404	132	20	the	the	DET
fsr-3404	132	21	roth	roth	PROPN
fsr-3404	132	22	ira	ira	PROPN
fsr-3404	132	23	are	be	AUX
fsr-3404	132	24	preferred	prefer	VERB
fsr-3404	132	25	for	for	ADP
fsr-3404	132	26	an	an	DET
fsr-3404	132	27	investor	investor	NOUN
fsr-3404	132	28	under	under	ADP
fsr-3404	132	29	the	the	DET
fsr-3404	132	30	old	old	ADJ
fsr-3404	132	31	tax	tax	NOUN
fsr-3404	132	32	law	law	NOUN
fsr-3404	132	33	who	who	PRON
fsr-3404	132	34	is	be	AUX
fsr-3404	132	35	in	in	ADP
fsr-3404	132	36	the	the	DET
fsr-3404	132	37	25	25	NUM
fsr-3404	132	38	%	%	NOUN
fsr-3404	132	39	tax	tax	NOUN
fsr-3404	132	40	bracket	bracket	NOUN
fsr-3404	132	41	during	during	ADP
fsr-3404	132	42	their	their	PRON
fsr-3404	132	43	working	working	NOUN
fsr-3404	132	44	years	year	NOUN
fsr-3404	132	45	,	,	PUNCT
fsr-3404	132	46	and	and	CCONJ
fsr-3404	132	47	is	be	AUX
fsr-3404	132	48	in	in	ADP
fsr-3404	132	49	the	the	DET
fsr-3404	132	50	15	15	NUM
fsr-3404	132	51	%	%	NOUN
fsr-3404	132	52	tax	tax	NOUN
fsr-3404	132	53	bracket	bracket	NOUN
fsr-3404	132	54	during	during	ADP
fsr-3404	132	55	retirement	retirement	NOUN
fsr-3404	132	56	with	with	ADP
fsr-3404	132	57	20	20	NUM
fsr-3404	132	58	years	year	NOUN
fsr-3404	132	59	to	to	ADP
fsr-3404	132	60	retirement	retirement	NOUN
fsr-3404	132	61	.	.	PUNCT
fsr-3404	133	1	in	in	ADP
fsr-3404	133	2	this	this	DET
fsr-3404	133	3	case	case	NOUN
fsr-3404	133	4	the	the	DET
fsr-3404	133	5	investor	investor	NOUN
fsr-3404	133	6	should	should	AUX
fsr-3404	133	7	prefer	prefer	VERB
fsr-3404	133	8	the	the	DET
fsr-3404	133	9	roth	roth	PROPN
fsr-3404	133	10	ira	ira	PROPN
fsr-3404	133	11	if	if	SCONJ
fsr-3404	133	12	their	their	PRON
fsr-3404	133	13	pre	pre	ADJ
fsr-3404	133	14	-	-	ADJ
fsr-3404	133	15	tax	tax	ADJ
fsr-3404	133	16	rate	rate	NOUN
fsr-3404	133	17	of	of	ADP
fsr-3404	133	18	return	return	NOUN
fsr-3404	133	19	is	be	AUX
fsr-3404	133	20	expected	expect	VERB
fsr-3404	133	21	to	to	PART
fsr-3404	133	22	be	be	AUX
fsr-3404	133	23	3.00	3.00	NUM
fsr-3404	133	24	%	%	NOUN
fsr-3404	133	25	or	or	CCONJ
fsr-3404	133	26	higher	high	ADJ
fsr-3404	133	27	.	.	PUNCT
fsr-3404	134	1	the	the	DET
fsr-3404	134	2	breakeven	breakeven	PROPN
fsr-3404	134	3	return	return	NOUN
fsr-3404	134	4	is	be	AUX
fsr-3404	134	5	actually	actually	ADV
fsr-3404	134	6	2.5870	2.5870	NUM
fsr-3404	134	7	%	%	NOUN
fsr-3404	134	8	as	as	SCONJ
fsr-3404	134	9	shown	show	VERB
fsr-3404	134	10	in	in	ADP
fsr-3404	134	11	table	table	NOUN
fsr-3404	134	12	5	5	NUM
fsr-3404	134	13	.	.	PUNCT
fsr-3404	135	1	once	once	ADV
fsr-3404	135	2	again	again	ADV
fsr-3404	135	3	the	the	DET
fsr-3404	135	4	impact	impact	NOUN
fsr-3404	135	5	of	of	ADP
fsr-3404	135	6	the	the	DET
fsr-3404	135	7	tcja	tcja	NOUN
fsr-3404	135	8	is	be	AUX
fsr-3404	135	9	to	to	PART
fsr-3404	135	10	raise	raise	VERB
fsr-3404	135	11	the	the	DET
fsr-3404	135	12	breakeven	breakeven	ADJ
fsr-3404	135	13	rate	rate	NOUN
fsr-3404	135	14	of	of	ADP
fsr-3404	135	15	return	return	NOUN
fsr-3404	135	16	where	where	SCONJ
fsr-3404	135	17	the	the	DET
fsr-3404	135	18	roth	roth	NOUN
fsr-3404	135	19	is	be	AUX
fsr-3404	135	20	preferable	preferable	ADJ
fsr-3404	135	21	.	.	PUNCT
fsr-3404	136	1	with	with	ADP
fsr-3404	136	2	the	the	DET
fsr-3404	136	3	new	new	ADJ
fsr-3404	136	4	tax	tax	NOUN
fsr-3404	136	5	rates	rate	NOUN
fsr-3404	136	6	the	the	DET
fsr-3404	136	7	traditional	traditional	ADJ
fsr-3404	136	8	ira	ira	PROPN
fsr-3404	136	9	is	be	AUX
fsr-3404	136	10	still	still	ADV
fsr-3404	136	11	preferred	prefer	VERB
fsr-3404	136	12	at	at	ADP
fsr-3404	136	13	a	a	DET
fsr-3404	136	14	3.00	3.00	NUM
fsr-3404	136	15	%	%	NOUN
fsr-3404	136	16	rate	rate	NOUN
fsr-3404	136	17	of	of	ADP
fsr-3404	136	18	return	return	NOUN
fsr-3404	136	19	,	,	PUNCT
fsr-3404	136	20	but	but	CCONJ
fsr-3404	136	21	at	at	ADP
fsr-3404	136	22	a	a	DET
fsr-3404	136	23	4.00	4.00	NUM
fsr-3404	136	24	%	%	NOUN
fsr-3404	136	25	return	return	NOUN
fsr-3404	136	26	the	the	DET
fsr-3404	136	27	roth	roth	NOUN
fsr-3404	136	28	again	again	ADV
fsr-3404	136	29	provides	provide	VERB
fsr-3404	136	30	a	a	DET
fsr-3404	136	31	higher	high	ADJ
fsr-3404	136	32	future	future	ADJ
fsr-3404	136	33	value	value	NOUN
fsr-3404	136	34	assumption	assumption	NOUN
fsr-3404	136	35	.	.	PUNCT
fsr-3404	137	1	the	the	DET
fsr-3404	137	2	actual	actual	ADJ
fsr-3404	137	3	breakeven	breakeven	ADJ
fsr-3404	137	4	rate	rate	NOUN
fsr-3404	137	5	of	of	ADP
fsr-3404	137	6	return	return	NOUN
fsr-3404	137	7	is	be	AUX
fsr-3404	137	8	3.0771	3.0771	NUM
fsr-3404	137	9	%	%	NOUN
fsr-3404	137	10	as	as	SCONJ
fsr-3404	137	11	shown	show	VERB
fsr-3404	137	12	below	below	ADP
fsr-3404	137	13	,	,	PUNCT
fsr-3404	137	14	which	which	PRON
fsr-3404	137	15	is	be	AUX
fsr-3404	137	16	the	the	DET
fsr-3404	137	17	case	case	NOUN
fsr-3404	137	18	where	where	SCONJ
fsr-3404	137	19	(	(	PUNCT
fsr-3404	137	20	1	1	NUM
fsr-3404	137	21	�	�	NOUN
fsr-3404	137	22	r)20	r)20	VERB
fsr-3404	137	23	�	�	PROPN
fsr-3404	137	24	1.8333	1.8333	NUM
fsr-3404	137	25	.	.	PUNCT
fsr-3404	138	1	the	the	DET
fsr-3404	138	2	breakeven	breakeven	ADJ
fsr-3404	138	3	rates	rate	NOUN
fsr-3404	138	4	in	in	ADP
fsr-3404	138	5	table	table	NOUN
fsr-3404	138	6	5	5	NUM
fsr-3404	138	7	indicate	indicate	VERB
fsr-3404	138	8	that	that	SCONJ
fsr-3404	138	9	in	in	ADP
fsr-3404	138	10	most	most	ADJ
fsr-3404	138	11	return	return	NOUN
fsr-3404	138	12	scenarios	scenario	NOUN
fsr-3404	138	13	the	the	DET
fsr-3404	138	14	roth	roth	NOUN
fsr-3404	138	15	is	be	AUX
fsr-3404	138	16	likely	likely	ADJ
fsr-3404	138	17	to	to	PART
fsr-3404	138	18	provide	provide	VERB
fsr-3404	138	19	more	more	ADJ
fsr-3404	138	20	retirement	retirement	NOUN
fsr-3404	138	21	income	income	NOUN
fsr-3404	138	22	than	than	ADP
fsr-3404	138	23	the	the	DET
fsr-3404	138	24	traditional	traditional	ADJ
fsr-3404	138	25	ira	ira	PROPN
fsr-3404	138	26	given	give	VERB
fsr-3404	138	27	the	the	DET
fsr-3404	138	28	low	low	ADJ
fsr-3404	138	29	breakeven	breakeven	ADJ
fsr-3404	138	30	rates	rate	NOUN
fsr-3404	138	31	even	even	ADV
fsr-3404	138	32	with	with	ADP
fsr-3404	138	33	the	the	DET
fsr-3404	138	34	new	new	ADJ
fsr-3404	138	35	tax	tax	NOUN
fsr-3404	138	36	law	law	NOUN
fsr-3404	138	37	.	.	PUNCT
fsr-3404	139	1	3	3	X
fsr-3404	139	2	.	.	X
fsr-3404	139	3	lifetime	lifetime	NOUN
fsr-3404	139	4	consumption	consumption	NOUN
fsr-3404	139	5	versus	versus	ADP
fsr-3404	139	6	retirement	retirement	NOUN
fsr-3404	139	7	consumption	consumption	NOUN
fsr-3404	139	8	choosing	choose	VERB
fsr-3404	139	9	the	the	DET
fsr-3404	139	10	traditional	traditional	ADJ
fsr-3404	139	11	ira	ira	PROPN
fsr-3404	139	12	generates	generate	VERB
fsr-3404	139	13	more	more	ADJ
fsr-3404	139	14	spending	spending	NOUN
fsr-3404	139	15	power	power	NOUN
fsr-3404	139	16	in	in	ADP
fsr-3404	139	17	the	the	DET
fsr-3404	139	18	working	work	VERB
fsr-3404	139	19	years	year	NOUN
fsr-3404	139	20	than	than	ADP
fsr-3404	139	21	the	the	DET
fsr-3404	139	22	roth	roth	NOUN
fsr-3404	139	23	on	on	ADP
fsr-3404	139	24	a	a	DET
fsr-3404	139	25	dollar	dollar	NOUN
fsr-3404	139	26	for	for	ADP
fsr-3404	139	27	dollar	dollar	NOUN
fsr-3404	139	28	basis	basis	NOUN
fsr-3404	139	29	.	.	PUNCT
fsr-3404	140	1	varying	vary	VERB
fsr-3404	140	2	time	time	NOUN
fsr-3404	140	3	preference	preference	NOUN
fsr-3404	140	4	for	for	ADP
fsr-3404	140	5	consumption	consumption	NOUN
fsr-3404	140	6	and	and	CCONJ
fsr-3404	140	7	liquidity	liquidity	NOUN
fsr-3404	140	8	needs	need	NOUN
fsr-3404	140	9	may	may	AUX
fsr-3404	140	10	still	still	ADV
fsr-3404	140	11	cause	cause	VERB
fsr-3404	140	12	an	an	DET
fsr-3404	140	13	investor	investor	NOUN
fsr-3404	140	14	who	who	PRON
fsr-3404	140	15	does	do	AUX
fsr-3404	140	16	not	not	PART
fsr-3404	140	17	reinvest	reinvest	VERB
fsr-3404	140	18	the	the	DET
fsr-3404	140	19	tax	tax	NOUN
fsr-3404	140	20	savings	saving	NOUN
fsr-3404	140	21	to	to	PART
fsr-3404	140	22	prefer	prefer	VERB
fsr-3404	140	23	the	the	DET
fsr-3404	140	24	traditional	traditional	ADJ
fsr-3404	140	25	ira	ira	PROPN
fsr-3404	140	26	even	even	ADV
fsr-3404	140	27	at	at	ADP
fsr-3404	140	28	rates	rate	NOUN
fsr-3404	140	29	of	of	ADP
fsr-3404	140	30	return	return	NOUN
fsr-3404	140	31	above	above	ADP
fsr-3404	140	32	the	the	DET
fsr-3404	140	33	breakeven	breakeven	ADJ
fsr-3404	140	34	rates	rate	NOUN
fsr-3404	140	35	shown	show	VERB
fsr-3404	140	36	above	above	ADP
fsr-3404	140	37	.	.	PUNCT
fsr-3404	141	1	it	it	PRON
fsr-3404	141	2	is	be	AUX
fsr-3404	141	3	possible	possible	ADJ
fsr-3404	141	4	to	to	PART
fsr-3404	141	5	model	model	VERB
fsr-3404	141	6	real	real	ADJ
fsr-3404	141	7	consumption	consumption	NOUN
fsr-3404	141	8	over	over	ADP
fsr-3404	141	9	the	the	DET
fsr-3404	141	10	working	working	NOUN
fsr-3404	141	11	and	and	CCONJ
fsr-3404	141	12	retirement	retirement	NOUN
fsr-3404	141	13	years	year	NOUN
fsr-3404	141	14	from	from	ADP
fsr-3404	141	15	the	the	DET
fsr-3404	141	16	two	two	NUM
fsr-3404	141	17	alternatives	alternative	NOUN
fsr-3404	141	18	.	.	PUNCT
fsr-3404	142	1	the	the	DET
fsr-3404	142	2	traditional	traditional	ADJ
fsr-3404	142	3	ira	ira	PROPN
fsr-3404	142	4	can	can	AUX
fsr-3404	142	5	be	be	AUX
fsr-3404	142	6	optimal	optimal	ADJ
fsr-3404	142	7	with	with	ADP
fsr-3404	142	8	a	a	DET
fsr-3404	142	9	lifetime	lifetime	NOUN
fsr-3404	142	10	consumption	consumption	NOUN
fsr-3404	142	11	decision	decision	NOUN
fsr-3404	142	12	variable	variable	NOUN
fsr-3404	142	13	,	,	PUNCT
fsr-3404	142	14	particularly	particularly	ADV
fsr-3404	142	15	given	give	VERB
fsr-3404	142	16	uncertain	uncertain	ADJ
fsr-3404	142	17	reinvestment	reinvestment	NOUN
fsr-3404	142	18	rates	rate	NOUN
fsr-3404	142	19	and	and	CCONJ
fsr-3404	142	20	low	low	ADJ
fsr-3404	142	21	tolerance	tolerance	NOUN
fsr-3404	142	22	for	for	ADP
fsr-3404	142	23	risk	risk	NOUN
fsr-3404	142	24	,	,	PUNCT
fsr-3404	142	25	both	both	PRON
fsr-3404	142	26	of	of	ADP
fsr-3404	142	27	which	which	PRON
fsr-3404	142	28	will	will	AUX
fsr-3404	142	29	reduce	reduce	VERB
fsr-3404	142	30	the	the	DET
fsr-3404	142	31	average	average	ADJ
fsr-3404	142	32	return	return	NOUN
fsr-3404	142	33	earned	earn	VERB
fsr-3404	142	34	.	.	PUNCT
fsr-3404	143	1	consider	consider	VERB
fsr-3404	143	2	the	the	DET
fsr-3404	143	3	case	case	NOUN
fsr-3404	143	4	for	for	ADP
fsr-3404	143	5	a	a	DET
fsr-3404	143	6	couple	couple	NOUN
fsr-3404	143	7	who	who	PRON
fsr-3404	143	8	are	be	AUX
fsr-3404	143	9	married	married	ADJ
fsr-3404	143	10	filing	file	VERB
fsr-3404	143	11	jointly	jointly	ADV
fsr-3404	143	12	,	,	PUNCT
fsr-3404	143	13	neither	neither	PRON
fsr-3404	143	14	of	of	ADP
fsr-3404	143	15	whom	whom	PRON
fsr-3404	143	16	are	be	AUX
fsr-3404	143	17	covered	cover	VERB
fsr-3404	143	18	by	by	ADP
fsr-3404	143	19	a	a	DET
fsr-3404	143	20	plan	plan	NOUN
fsr-3404	143	21	at	at	ADP
fsr-3404	143	22	work	work	NOUN
fsr-3404	143	23	,	,	PUNCT
fsr-3404	143	24	who	who	PRON
fsr-3404	143	25	do	do	AUX
fsr-3404	143	26	not	not	PART
fsr-3404	143	27	reinvest	reinvest	VERB
fsr-3404	143	28	the	the	DET
fsr-3404	143	29	tax	tax	NOUN
fsr-3404	143	30	savings	saving	NOUN
fsr-3404	143	31	generated	generate	VERB
fsr-3404	143	32	by	by	ADP
fsr-3404	143	33	the	the	DET
fsr-3404	143	34	deductibility	deductibility	NOUN
fsr-3404	143	35	of	of	ADP
fsr-3404	143	36	contributions	contribution	NOUN
fsr-3404	143	37	to	to	ADP
fsr-3404	143	38	a	a	DET
fsr-3404	143	39	traditional	traditional	ADJ
fsr-3404	143	40	ira	ira	PROPN
fsr-3404	143	41	.	.	PUNCT
fsr-3404	144	1	choosing	choose	VERB
fsr-3404	144	2	this	this	DET
fsr-3404	144	3	filing	filing	NOUN
fsr-3404	144	4	status	status	NOUN
fsr-3404	144	5	limits	limit	VERB
fsr-3404	144	6	the	the	DET
fsr-3404	144	7	likelihood	likelihood	NOUN
fsr-3404	144	8	of	of	ADP
fsr-3404	144	9	running	run	VERB
fsr-3404	144	10	afoul	afoul	NOUN
fsr-3404	144	11	of	of	ADP
fsr-3404	144	12	income	income	NOUN
fsr-3404	144	13	limits	limit	NOUN
fsr-3404	144	14	on	on	ADP
fsr-3404	144	15	deductibility	deductibility	NOUN
fsr-3404	144	16	of	of	ADP
fsr-3404	144	17	ira	ira	PROPN
fsr-3404	144	18	contributions	contribution	NOUN
fsr-3404	144	19	.	.	PUNCT
fsr-3404	145	1	it	it	PRON
fsr-3404	145	2	is	be	AUX
fsr-3404	145	3	assumed	assume	VERB
fsr-3404	145	4	that	that	SCONJ
fsr-3404	145	5	the	the	DET
fsr-3404	145	6	couple	couple	NOUN
fsr-3404	145	7	will	will	AUX
fsr-3404	145	8	use	use	VERB
fsr-3404	145	9	the	the	DET
fsr-3404	145	10	standard	standard	ADJ
fsr-3404	145	11	deduction	deduction	NOUN
fsr-3404	145	12	under	under	ADP
fsr-3404	145	13	the	the	DET
fsr-3404	145	14	new	new	ADJ
fsr-3404	145	15	tcja	tcja	NOUN
fsr-3404	145	16	,	,	PUNCT
fsr-3404	145	17	and	and	CCONJ
fsr-3404	145	18	then	then	ADV
fsr-3404	145	19	real	real	ADJ
fsr-3404	145	20	consumption	consumption	NOUN
fsr-3404	145	21	in	in	ADP
fsr-3404	145	22	year	year	NOUN
fsr-3404	145	23	t	t	NOUN
fsr-3404	145	24	during	during	ADP
fsr-3404	145	25	their	their	PRON
fsr-3404	145	26	working	working	NOUN
fsr-3404	145	27	years	year	NOUN
fsr-3404	145	28	after	after	ADP
fsr-3404	145	29	investing	invest	VERB
fsr-3404	145	30	in	in	ADP
fsr-3404	145	31	a	a	DET
fsr-3404	145	32	traditional	traditional	ADJ
fsr-3404	145	33	ira	ira	PROPN
fsr-3404	145	34	is	be	AUX
fsr-3404	145	35	:	:	PUNCT
fsr-3404	145	36	real	real	ADJ
fsr-3404	145	37	consumptiont	consumptiont	PROPN
fsr-3404	145	38	�	�	PROPN
fsr-3404	145	39	incomet	incomet	PROPN
fsr-3404	145	40	�	�	PROPN
fsr-3404	145	41	standard	standard	PROPN
fsr-3404	145	42	deductiont	deductiont	PROPN
fsr-3404	145	43	�	�	PROPN
fsr-3404	145	44	traditional	traditional	ADJ
fsr-3404	145	45	ira	ira	PROPN
fsr-3404	145	46	contributiont	contributiont	PROPN
fsr-3404	145	47	�	�	PROPN
fsr-3404	145	48	taxest	taxest	PROPN
fsr-3404	145	49	�	�	PROPN
fsr-3404	145	50	standard	standard	PROPN
fsr-3404	145	51	deductiont	deductiont	PROPN
fsr-3404	145	52	�	�	PROPN
fsr-3404	145	53	1	1	NUM
fsr-3404	145	54	�	�	PROPN
fsr-3404	145	55	deflator	deflator	PROPN
fsr-3404	145	56	�	�	PROPN
fsr-3404	145	57	t	t	PROPN
fsr-3404	145	58	(	(	PUNCT
fsr-3404	145	59	2	2	NUM
fsr-3404	145	60	)	)	PUNCT
fsr-3404	145	61	where	where	SCONJ
fsr-3404	145	62	the	the	DET
fsr-3404	145	63	deflator	deflator	NOUN
fsr-3404	145	64	represents	represent	VERB
fsr-3404	145	65	cumulative	cumulative	ADJ
fsr-3404	145	66	inflation	inflation	NOUN
fsr-3404	145	67	so	so	SCONJ
fsr-3404	145	68	that	that	SCONJ
fsr-3404	145	69	real	real	ADJ
fsr-3404	145	70	consumption	consumption	NOUN
fsr-3404	145	71	is	be	AUX
fsr-3404	145	72	measured	measure	VERB
fsr-3404	145	73	in	in	ADP
fsr-3404	145	74	terms	term	NOUN
fsr-3404	145	75	of	of	ADP
fsr-3404	145	76	the	the	DET
fsr-3404	145	77	date	date	NOUN
fsr-3404	145	78	when	when	SCONJ
fsr-3404	145	79	the	the	DET
fsr-3404	145	80	ira	ira	PROPN
fsr-3404	145	81	contributions	contribution	NOUN
fsr-3404	145	82	begin	begin	VERB
fsr-3404	145	83	.	.	PUNCT
fsr-3404	146	1	this	this	DET
fsr-3404	146	2	model	model	NOUN
fsr-3404	146	3	is	be	AUX
fsr-3404	146	4	drawn	draw	VERB
fsr-3404	146	5	from	from	ADP
fsr-3404	146	6	bodie	bodie	PROPN
fsr-3404	146	7	,	,	PUNCT
fsr-3404	146	8	kane	kane	PROPN
fsr-3404	146	9	,	,	PUNCT
fsr-3404	146	10	and	and	CCONJ
fsr-3404	146	11	marcus	marcus	PROPN
fsr-3404	146	12	(	(	PUNCT
fsr-3404	146	13	2008	2008	NUM
fsr-3404	146	14	)	)	PUNCT
fsr-3404	146	15	.	.	PUNCT
fsr-3404	147	1	the	the	DET
fsr-3404	147	2	traditional	traditional	ADJ
fsr-3404	147	3	ira	ira	PROPN
fsr-3404	147	4	contribution	contribution	NOUN
fsr-3404	147	5	reduces	reduce	VERB
fsr-3404	147	6	the	the	DET
fsr-3404	147	7	couple	couple	NOUN
fsr-3404	147	8	’s	’s	PART
fsr-3404	147	9	taxable	taxable	ADJ
fsr-3404	147	10	income	income	NOUN
fsr-3404	147	11	and	and	CCONJ
fsr-3404	147	12	,	,	PUNCT
fsr-3404	147	13	thus	thus	ADV
fsr-3404	147	14	,	,	PUNCT
fsr-3404	147	15	taxes	taxis	NOUN
fsr-3404	147	16	owed	owe	VERB
fsr-3404	147	17	in	in	ADP
fsr-3404	147	18	year	year	NOUN
fsr-3404	147	19	t	t	NOUN
fsr-3404	147	20	because	because	SCONJ
fsr-3404	147	21	these	these	DET
fsr-3404	147	22	ira	ira	PROPN
fsr-3404	147	23	contributions	contribution	NOUN
fsr-3404	147	24	are	be	AUX
fsr-3404	147	25	deductible	deductible	ADJ
fsr-3404	147	26	.	.	PUNCT
fsr-3404	148	1	the	the	DET
fsr-3404	148	2	sum	sum	NOUN
fsr-3404	148	3	of	of	ADP
fsr-3404	148	4	table	table	NOUN
fsr-3404	148	5	5	5	NUM
fsr-3404	148	6	breakeven	breakeven	NOUN
fsr-3404	148	7	return	return	NOUN
fsr-3404	148	8	vs.	vs.	ADP
fsr-3404	148	9	years	year	NOUN
fsr-3404	148	10	to	to	ADP
fsr-3404	148	11	retirement	retirement	NOUN
fsr-3404	148	12	without	without	ADP
fsr-3404	148	13	reinvestment	reinvestment	NOUN
fsr-3404	148	14	years	year	NOUN
fsr-3404	148	15	to	to	PART
fsr-3404	148	16	retirement	retirement	VERB
fsr-3404	148	17	�	�	PROPN
fsr-3404	148	18	15	15	NUM
fsr-3404	148	19	years	year	NOUN
fsr-3404	148	20	20	20	NUM
fsr-3404	148	21	years	year	NOUN
fsr-3404	148	22	25	25	NUM
fsr-3404	148	23	years	year	NOUN
fsr-3404	148	24	30	30	NUM
fsr-3404	148	25	years	year	NOUN
fsr-3404	148	26	40	40	NUM
fsr-3404	148	27	years	year	NOUN
fsr-3404	148	28	breakeven	breakeven	ADJ
fsr-3404	148	29	r	r	NOUN
fsr-3404	148	30	old	old	ADJ
fsr-3404	148	31	tax	tax	NOUN
fsr-3404	148	32	law	law	NOUN
fsr-3404	148	33	3.4642	3.4642	NUM
fsr-3404	148	34	%	%	NOUN
fsr-3404	148	35	2.5870	2.5870	NUM
fsr-3404	148	36	%	%	NOUN
fsr-3404	148	37	2.0643	2.0643	NUM
fsr-3404	148	38	%	%	NOUN
fsr-3404	148	39	1.7173	1.7173	NUM
fsr-3404	148	40	%	%	NOUN
fsr-3404	148	41	1.2853	1.2853	NUM
fsr-3404	148	42	%	%	NOUN
fsr-3404	148	43	breakeven	breakeven	NOUN
fsr-3404	148	44	r	r	NOUN
fsr-3404	148	45	new	new	ADJ
fsr-3404	148	46	tax	tax	NOUN
fsr-3404	148	47	law	law	NOUN
fsr-3404	148	48	4.1237	4.1237	NUM
fsr-3404	148	49	%	%	NOUN
fsr-3404	148	50	3.0771	3.0771	NUM
fsr-3404	148	51	%	%	NOUN
fsr-3404	148	52	2.4542	2.4542	NUM
fsr-3404	148	53	%	%	NOUN
fsr-3404	148	54	2.0410	2.0410	NUM
fsr-3404	148	55	%	%	NOUN
fsr-3404	148	56	1.5269	1.5269	NUM
fsr-3404	148	57	%	%	NOUN
fsr-3404	148	58	difference	difference	NOUN
fsr-3404	148	59	0.6595	0.6595	NUM
fsr-3404	148	60	%	%	NOUN
fsr-3404	148	61	0.4900	0.4900	NUM
fsr-3404	148	62	%	%	NOUN
fsr-3404	148	63	0.3899	0.3899	NUM
fsr-3404	148	64	%	%	NOUN
fsr-3404	148	65	0.3237	0.3237	NUM
fsr-3404	148	66	%	%	NOUN
fsr-3404	148	67	0.2416	0.2416	NUM
fsr-3404	148	68	%	%	NOUN
fsr-3404	148	69	353	353	NUM
fsr-3404	148	70	t.	t.	NOUN
fsr-3404	148	71	manuel	manuel	NOUN
fsr-3404	148	72	et	et	PROPN
fsr-3404	148	73	al	al	PROPN
fsr-3404	148	74	.	.	PUNCT
fsr-3404	148	75	/	/	SYM
fsr-3404	148	76	financial	financial	ADJ
fsr-3404	148	77	services	service	NOUN
fsr-3404	148	78	review	review	VERB
fsr-3404	148	79	27	27	NUM
fsr-3404	148	80	(	(	PUNCT
fsr-3404	148	81	2018	2018	NUM
fsr-3404	148	82	)	)	PUNCT
fsr-3404	148	83	345	345	NUM
fsr-3404	148	84	-	-	SYM
fsr-3404	148	85	365	365	NUM
fsr-3404	148	86	the	the	DET
fsr-3404	148	87	first	first	ADJ
fsr-3404	148	88	three	three	NUM
fsr-3404	148	89	terms	term	NOUN
fsr-3404	148	90	in	in	ADP
fsr-3404	148	91	the	the	DET
fsr-3404	148	92	numerator	numerator	NOUN
fsr-3404	148	93	of	of	ADP
fsr-3404	148	94	eq	eq	PROPN
fsr-3404	148	95	.	.	PUNCT
fsr-3404	149	1	(	(	PUNCT
fsr-3404	149	2	2	2	X
fsr-3404	149	3	)	)	PUNCT
fsr-3404	149	4	is	be	AUX
fsr-3404	149	5	taxable	taxable	ADJ
fsr-3404	149	6	income	income	NOUN
fsr-3404	149	7	in	in	ADP
fsr-3404	149	8	year	year	NOUN
fsr-3404	149	9	t.	t.	PROPN
fsr-3404	149	10	the	the	DET
fsr-3404	149	11	standard	standard	ADJ
fsr-3404	149	12	deduction	deduction	NOUN
fsr-3404	149	13	in	in	ADP
fsr-3404	149	14	time	time	NOUN
fsr-3404	149	15	t	t	PROPN
fsr-3404	149	16	is	be	AUX
fsr-3404	149	17	then	then	ADV
fsr-3404	149	18	added	add	VERB
fsr-3404	149	19	back	back	ADV
fsr-3404	149	20	after	after	SCONJ
fsr-3404	149	21	taxes	taxis	NOUN
fsr-3404	149	22	are	be	AUX
fsr-3404	149	23	calculated	calculate	VERB
fsr-3404	149	24	on	on	ADP
fsr-3404	149	25	taxable	taxable	ADJ
fsr-3404	149	26	income	income	NOUN
fsr-3404	149	27	.	.	PUNCT
fsr-3404	150	1	ignoring	ignore	VERB
fsr-3404	150	2	social	social	ADJ
fsr-3404	150	3	security	security	NOUN
fsr-3404	150	4	benefits	benefit	NOUN
fsr-3404	150	5	and	and	CCONJ
fsr-3404	150	6	other	other	ADJ
fsr-3404	150	7	income	income	NOUN
fsr-3404	150	8	during	during	ADP
fsr-3404	150	9	retirement	retirement	NOUN
fsr-3404	150	10	,	,	PUNCT
fsr-3404	150	11	the	the	DET
fsr-3404	150	12	cumulative	cumulative	ADJ
fsr-3404	150	13	savings	saving	NOUN
fsr-3404	150	14	from	from	ADP
fsr-3404	150	15	the	the	DET
fsr-3404	150	16	future	future	ADJ
fsr-3404	150	17	value	value	NOUN
fsr-3404	150	18	of	of	ADP
fsr-3404	150	19	the	the	DET
fsr-3404	150	20	invested	invest	VERB
fsr-3404	150	21	ira	ira	PROPN
fsr-3404	150	22	contributions	contribution	NOUN
fsr-3404	150	23	can	can	AUX
fsr-3404	150	24	be	be	AUX
fsr-3404	150	25	annuitized	annuitize	VERB
fsr-3404	150	26	upon	upon	SCONJ
fsr-3404	150	27	retirement	retirement	NOUN
fsr-3404	150	28	.	.	PUNCT
fsr-3404	151	1	for	for	ADP
fsr-3404	151	2	simplicity	simplicity	NOUN
fsr-3404	151	3	our	our	PRON
fsr-3404	151	4	hypothetical	hypothetical	ADJ
fsr-3404	151	5	couple	couple	NOUN
fsr-3404	151	6	retires	retire	VERB
fsr-3404	151	7	at	at	ADP
fsr-3404	151	8	the	the	DET
fsr-3404	151	9	same	same	ADJ
fsr-3404	151	10	time	time	NOUN
fsr-3404	151	11	.	.	PUNCT
fsr-3404	152	1	a	a	DET
fsr-3404	152	2	nominal	nominal	ADJ
fsr-3404	152	3	annuity	annuity	NOUN
fsr-3404	152	4	amount	amount	NOUN
fsr-3404	152	5	is	be	AUX
fsr-3404	152	6	then	then	ADV
fsr-3404	152	7	used	use	VERB
fsr-3404	152	8	as	as	ADP
fsr-3404	152	9	the	the	DET
fsr-3404	152	10	only	only	ADJ
fsr-3404	152	11	source	source	NOUN
fsr-3404	152	12	of	of	ADP
fsr-3404	152	13	income	income	NOUN
fsr-3404	152	14	during	during	ADP
fsr-3404	152	15	retirement	retirement	NOUN
fsr-3404	152	16	.	.	PUNCT
fsr-3404	153	1	real	real	ADJ
fsr-3404	153	2	consumptiont	consumptiont	NOUN
fsr-3404	153	3	in	in	ADP
fsr-3404	153	4	year	year	NOUN
fsr-3404	153	5	t	t	NOUN
fsr-3404	153	6	during	during	ADP
fsr-3404	153	7	retirement	retirement	NOUN
fsr-3404	153	8	is	be	AUX
fsr-3404	153	9	thus	thus	ADV
fsr-3404	153	10	:	:	PUNCT
fsr-3404	153	11	real	real	ADJ
fsr-3404	153	12	consumptiont	consumptiont	NOUN
fsr-3404	153	13	�	�	PROPN
fsr-3404	153	14	nominal	nominal	ADJ
fsr-3404	153	15	annuity	annuity	NOUN
fsr-3404	153	16	�	�	PROPN
fsr-3404	153	17	standard	standard	PROPN
fsr-3404	153	18	deductiont	deductiont	PROPN
fsr-3404	153	19	�	�	PROPN
fsr-3404	153	20	taxest	taxest	PROPN
fsr-3404	153	21	�	�	PROPN
fsr-3404	153	22	standard	standard	PROPN
fsr-3404	153	23	deductiont	deductiont	PROPN
fsr-3404	153	24	�	�	PROPN
fsr-3404	153	25	1	1	NUM
fsr-3404	153	26	�	�	PROPN
fsr-3404	153	27	deflator	deflator	PROPN
fsr-3404	153	28	�	�	PROPN
fsr-3404	153	29	t	t	PROPN
fsr-3404	153	30	(	(	PUNCT
fsr-3404	153	31	3	3	X
fsr-3404	153	32	)	)	PUNCT
fsr-3404	153	33	if	if	SCONJ
fsr-3404	153	34	the	the	DET
fsr-3404	153	35	couple	couple	NOUN
fsr-3404	153	36	chooses	choose	VERB
fsr-3404	153	37	a	a	DET
fsr-3404	153	38	roth	roth	PROPN
fsr-3404	153	39	ira	ira	PROPN
fsr-3404	153	40	instead	instead	ADV
fsr-3404	153	41	of	of	ADP
fsr-3404	153	42	the	the	DET
fsr-3404	153	43	traditional	traditional	ADJ
fsr-3404	153	44	ira	ira	PROPN
fsr-3404	153	45	then	then	ADV
fsr-3404	153	46	real	real	ADJ
fsr-3404	153	47	consumptiont	consumptiont	NOUN
fsr-3404	153	48	during	during	ADP
fsr-3404	153	49	the	the	DET
fsr-3404	153	50	working	work	VERB
fsr-3404	153	51	years	year	NOUN
fsr-3404	153	52	is	be	AUX
fsr-3404	153	53	found	find	VERB
fsr-3404	153	54	as	as	ADP
fsr-3404	153	55	:	:	PUNCT
fsr-3404	153	56	real	real	ADJ
fsr-3404	153	57	consumptiont	consumptiont	PROPN
fsr-3404	153	58	�	�	PROPN
fsr-3404	153	59	incomet	incomet	PROPN
fsr-3404	153	60	�	�	PROPN
fsr-3404	153	61	standard	standard	PROPN
fsr-3404	153	62	deductiont	deductiont	PROPN
fsr-3404	153	63	�	�	PROPN
fsr-3404	153	64	taxest	taxest	PROPN
fsr-3404	153	65	�	�	PROPN
fsr-3404	153	66	roth	roth	PROPN
fsr-3404	153	67	ira	ira	PROPN
fsr-3404	153	68	contributiont	contributiont	PROPN
fsr-3404	153	69	�	�	PROPN
fsr-3404	153	70	standard	standard	PROPN
fsr-3404	153	71	deductiont	deductiont	PROPN
fsr-3404	153	72	�	�	PROPN
fsr-3404	153	73	1	1	NUM
fsr-3404	153	74	�	�	PROPN
fsr-3404	153	75	deflator	deflator	PROPN
fsr-3404	153	76	�	�	PROPN
fsr-3404	153	77	t	t	PROPN
fsr-3404	153	78	(	(	PUNCT
fsr-3404	153	79	4	4	NUM
fsr-3404	153	80	)	)	PUNCT
fsr-3404	153	81	in	in	ADP
fsr-3404	153	82	this	this	DET
fsr-3404	153	83	case	case	NOUN
fsr-3404	153	84	the	the	DET
fsr-3404	153	85	taxest	tax	ADJ
fsr-3404	153	86	are	be	AUX
fsr-3404	153	87	calculated	calculate	VERB
fsr-3404	153	88	from	from	ADP
fsr-3404	153	89	the	the	DET
fsr-3404	153	90	income	income	NOUN
fsr-3404	153	91	minus	minus	ADP
fsr-3404	153	92	the	the	DET
fsr-3404	153	93	standard	standard	ADJ
fsr-3404	153	94	deduction	deduction	NOUN
fsr-3404	153	95	before	before	ADP
fsr-3404	153	96	considering	consider	VERB
fsr-3404	153	97	the	the	DET
fsr-3404	153	98	roth	roth	PROPN
fsr-3404	153	99	ira	ira	PROPN
fsr-3404	153	100	contribution	contribution	NOUN
fsr-3404	153	101	as	as	SCONJ
fsr-3404	153	102	roth	roth	PROPN
fsr-3404	153	103	contributions	contribution	NOUN
fsr-3404	153	104	are	be	AUX
fsr-3404	153	105	not	not	PART
fsr-3404	153	106	tax	tax	NOUN
fsr-3404	153	107	deductible	deductible	ADJ
fsr-3404	153	108	.	.	PUNCT
fsr-3404	154	1	real	real	ADJ
fsr-3404	154	2	consumptiont	consumptiont	NOUN
fsr-3404	154	3	in	in	ADP
fsr-3404	154	4	year	year	NOUN
fsr-3404	154	5	t	t	NOUN
fsr-3404	154	6	during	during	ADP
fsr-3404	154	7	retirement	retirement	NOUN
fsr-3404	154	8	for	for	ADP
fsr-3404	154	9	the	the	DET
fsr-3404	154	10	roth	roth	PROPN
fsr-3404	154	11	is	be	AUX
fsr-3404	154	12	thus	thus	ADV
fsr-3404	154	13	:	:	PUNCT
fsr-3404	154	14	real	real	ADJ
fsr-3404	154	15	consumptiont	consumptiont	NOUN
fsr-3404	154	16	�	�	PROPN
fsr-3404	154	17	nominal	nominal	ADJ
fsr-3404	154	18	annuity	annuity	NOUN
fsr-3404	154	19	�	�	PROPN
fsr-3404	154	20	1	1	NUM
fsr-3404	154	21	�	�	PROPN
fsr-3404	154	22	deflator	deflator	PROPN
fsr-3404	154	23	�	�	PROPN
fsr-3404	154	24	t	t	PROPN
fsr-3404	154	25	because	because	SCONJ
fsr-3404	154	26	no	no	DET
fsr-3404	154	27	taxes	taxis	NOUN
fsr-3404	154	28	are	be	AUX
fsr-3404	154	29	owed	owe	VERB
fsr-3404	154	30	on	on	ADP
fsr-3404	154	31	the	the	DET
fsr-3404	154	32	roth	roth	PROPN
fsr-3404	154	33	withdrawals	withdrawal	NOUN
fsr-3404	154	34	.	.	PUNCT
fsr-3404	155	1	compared	compare	VERB
fsr-3404	155	2	with	with	ADP
fsr-3404	155	3	the	the	DET
fsr-3404	155	4	roth	roth	NOUN
fsr-3404	155	5	,	,	PUNCT
fsr-3404	155	6	the	the	DET
fsr-3404	155	7	traditional	traditional	ADJ
fsr-3404	155	8	ira	ira	PROPN
fsr-3404	155	9	provides	provide	VERB
fsr-3404	155	10	extra	extra	ADJ
fsr-3404	155	11	real	real	ADJ
fsr-3404	155	12	consumption	consumption	NOUN
fsr-3404	155	13	during	during	ADP
fsr-3404	155	14	the	the	DET
fsr-3404	155	15	working	work	VERB
fsr-3404	155	16	years	year	NOUN
fsr-3404	155	17	(	(	PUNCT
fsr-3404	155	18	t	t	PROPN
fsr-3404	155	19	�	�	PROPN
fsr-3404	155	20	1	1	NUM
fsr-3404	155	21	to	to	ADP
fsr-3404	155	22	n	n	CCONJ
fsr-3404	155	23	)	)	PUNCT
fsr-3404	155	24	,	,	PUNCT
fsr-3404	155	25	but	but	CCONJ
fsr-3404	155	26	at	at	ADP
fsr-3404	155	27	a	a	DET
fsr-3404	155	28	cost	cost	NOUN
fsr-3404	155	29	of	of	ADP
fsr-3404	155	30	reduced	reduced	ADJ
fsr-3404	155	31	consumption	consumption	NOUN
fsr-3404	155	32	during	during	ADP
fsr-3404	155	33	the	the	DET
fsr-3404	155	34	retirement	retirement	NOUN
fsr-3404	155	35	years	year	NOUN
fsr-3404	155	36	(	(	PUNCT
fsr-3404	155	37	t	t	PROPN
fsr-3404	155	38	�	�	PROPN
fsr-3404	155	39	n	n	CCONJ
fsr-3404	155	40	�	�	PROPN
fsr-3404	155	41	1	1	NUM
fsr-3404	155	42	to	to	PART
fsr-3404	155	43	end	end	NOUN
fsr-3404	155	44	of	of	ADP
fsr-3404	155	45	life	life	NOUN
fsr-3404	155	46	)	)	PUNCT
fsr-3404	155	47	because	because	SCONJ
fsr-3404	155	48	of	of	ADP
fsr-3404	155	49	taxes	taxis	NOUN
fsr-3404	155	50	that	that	PRON
fsr-3404	155	51	will	will	AUX
fsr-3404	155	52	have	have	VERB
fsr-3404	155	53	to	to	PART
fsr-3404	155	54	be	be	AUX
fsr-3404	155	55	paid	pay	VERB
fsr-3404	155	56	as	as	SCONJ
fsr-3404	155	57	shown	show	VERB
fsr-3404	155	58	below	below	ADP
fsr-3404	155	59	:	:	PUNCT
fsr-3404	155	60	�	�	PROPN
fsr-3404	155	61	t	t	PROPN
fsr-3404	155	62	�	�	PROPN
fsr-3404	155	63	1	1	NUM
fsr-3404	155	64	n	n	PRON
fsr-3404	155	65	tc	tc	NUM
fsr-3404	155	66	�	�	PROPN
fsr-3404	155	67	traditional	traditional	ADJ
fsr-3404	155	68	ira	ira	PROPN
fsr-3404	155	69	contributiont	contributiont	PROPN
fsr-3404	155	70	�	�	PROPN
fsr-3404	155	71	�	�	PROPN
fsr-3404	155	72	1	1	NUM
fsr-3404	155	73	�	�	PROPN
fsr-3404	155	74	deflatort	deflatort	PROPN
fsr-3404	155	75	�	�	PROPN
fsr-3404	155	76	�	�	PROPN
fsr-3404	155	77	�	�	PROPN
fsr-3404	155	78	t	t	PROPN
fsr-3404	155	79	�	�	PROPN
fsr-3404	155	80	n	n	CCONJ
fsr-3404	155	81	�	�	PROPN
fsr-3404	155	82	1	1	NUM
fsr-3404	155	83	life	life	NOUN
fsr-3404	155	84	tw	tw	NOUN
fsr-3404	155	85	�	�	NOUN
fsr-3404	155	86	nominal	nominal	ADJ
fsr-3404	155	87	annuity	annuity	NOUN
fsr-3404	155	88	�	�	PROPN
fsr-3404	155	89	standard	standard	PROPN
fsr-3404	155	90	deductiont	deductiont	PROPN
fsr-3404	155	91	�	�	PROPN
fsr-3404	155	92	�	�	PROPN
fsr-3404	155	93	1	1	NUM
fsr-3404	155	94	�	�	PROPN
fsr-3404	155	95	deflatort	deflatort	PROPN
fsr-3404	155	96	�	�	PROPN
fsr-3404	155	97	(	(	PUNCT
fsr-3404	155	98	5	5	NUM
fsr-3404	155	99	)	)	PUNCT
fsr-3404	155	100	the	the	DET
fsr-3404	155	101	additional	additional	ADJ
fsr-3404	155	102	consumption	consumption	NOUN
fsr-3404	155	103	during	during	ADP
fsr-3404	155	104	the	the	DET
fsr-3404	155	105	working	work	VERB
fsr-3404	155	106	years	year	NOUN
fsr-3404	155	107	is	be	AUX
fsr-3404	155	108	tc(traditional	tc(traditional	ADJ
fsr-3404	155	109	ira	ira	PROPN
fsr-3404	155	110	contributiont	contributiont	PROPN
fsr-3404	155	111	)	)	PUNCT
fsr-3404	155	112	per	per	ADP
fsr-3404	155	113	year	year	NOUN
fsr-3404	155	114	,	,	PUNCT
fsr-3404	155	115	but	but	CCONJ
fsr-3404	155	116	choosing	choose	VERB
fsr-3404	155	117	the	the	DET
fsr-3404	155	118	traditional	traditional	ADJ
fsr-3404	155	119	ira	ira	PROPN
fsr-3404	155	120	results	result	NOUN
fsr-3404	155	121	in	in	ADP
fsr-3404	155	122	additional	additional	ADJ
fsr-3404	155	123	taxes	taxis	NOUN
fsr-3404	155	124	in	in	ADP
fsr-3404	155	125	retirement	retirement	NOUN
fsr-3404	155	126	on	on	ADP
fsr-3404	155	127	the	the	DET
fsr-3404	155	128	annuity	annuity	NOUN
fsr-3404	155	129	as	as	SCONJ
fsr-3404	155	130	compared	compare	VERB
fsr-3404	155	131	with	with	ADP
fsr-3404	155	132	the	the	DET
fsr-3404	155	133	roth	roth	NOUN
fsr-3404	155	134	.	.	PUNCT
fsr-3404	156	1	this	this	DET
fsr-3404	156	2	retirement	retirement	NOUN
fsr-3404	156	3	income	income	NOUN
fsr-3404	156	4	is	be	AUX
fsr-3404	156	5	taxed	tax	VERB
fsr-3404	156	6	at	at	ADP
fsr-3404	156	7	the	the	DET
fsr-3404	156	8	rate	rate	NOUN
fsr-3404	156	9	tw	tw	PROPN
fsr-3404	156	10	.	.	PUNCT
fsr-3404	157	1	the	the	DET
fsr-3404	157	2	taxable	taxable	ADJ
fsr-3404	157	3	income	income	NOUN
fsr-3404	157	4	is	be	AUX
fsr-3404	157	5	the	the	DET
fsr-3404	157	6	nominal	nominal	ADJ
fsr-3404	157	7	annuity	annuity	NOUN
fsr-3404	157	8	–	–	PUNCT
fsr-3404	157	9	standard	standard	ADJ
fsr-3404	157	10	deductiont	deductiont	NOUN
fsr-3404	157	11	.	.	PUNCT
fsr-3404	158	1	the	the	DET
fsr-3404	158	2	size	size	NOUN
fsr-3404	158	3	of	of	ADP
fsr-3404	158	4	the	the	DET
fsr-3404	158	5	nominal	nominal	ADJ
fsr-3404	158	6	annuity	annuity	NOUN
fsr-3404	158	7	is	be	AUX
fsr-3404	158	8	dependent	dependent	ADJ
fsr-3404	158	9	on	on	ADP
fsr-3404	158	10	the	the	DET
fsr-3404	158	11	number	number	NOUN
fsr-3404	158	12	of	of	ADP
fsr-3404	158	13	years	year	NOUN
fsr-3404	158	14	of	of	ADP
fsr-3404	158	15	retirement	retirement	NOUN
fsr-3404	158	16	,	,	PUNCT
fsr-3404	158	17	the	the	DET
fsr-3404	158	18	returns	return	NOUN
fsr-3404	158	19	on	on	ADP
fsr-3404	158	20	the	the	DET
fsr-3404	158	21	contributions	contribution	NOUN
fsr-3404	158	22	,	,	PUNCT
fsr-3404	158	23	the	the	DET
fsr-3404	158	24	number	number	NOUN
fsr-3404	158	25	of	of	ADP
fsr-3404	158	26	years	year	NOUN
fsr-3404	158	27	of	of	ADP
fsr-3404	158	28	contributions	contribution	NOUN
fsr-3404	158	29	and	and	CCONJ
fsr-3404	158	30	the	the	DET
fsr-3404	158	31	contribution	contribution	NOUN
fsr-3404	158	32	amount	amount	NOUN
fsr-3404	158	33	.	.	PUNCT
fsr-3404	159	1	to	to	PART
fsr-3404	159	2	have	have	VERB
fsr-3404	159	3	a	a	DET
fsr-3404	159	4	net	net	ADJ
fsr-3404	159	5	gain	gain	NOUN
fsr-3404	159	6	in	in	ADP
fsr-3404	159	7	real	real	ADJ
fsr-3404	159	8	consumption	consumption	NOUN
fsr-3404	159	9	the	the	DET
fsr-3404	159	10	additional	additional	ADJ
fsr-3404	159	11	consumption	consumption	NOUN
fsr-3404	159	12	during	during	ADP
fsr-3404	159	13	the	the	DET
fsr-3404	159	14	working	work	VERB
fsr-3404	159	15	years	year	NOUN
fsr-3404	159	16	(	(	PUNCT
fsr-3404	159	17	the	the	DET
fsr-3404	159	18	first	first	ADJ
fsr-3404	159	19	term	term	NOUN
fsr-3404	159	20	above	above	ADV
fsr-3404	159	21	)	)	PUNCT
fsr-3404	159	22	must	must	AUX
fsr-3404	159	23	be	be	AUX
fsr-3404	159	24	larger	large	ADJ
fsr-3404	159	25	in	in	ADP
fsr-3404	159	26	aggregate	aggregate	ADJ
fsr-3404	159	27	than	than	ADP
fsr-3404	159	28	the	the	DET
fsr-3404	159	29	additional	additional	ADJ
fsr-3404	159	30	taxes	taxis	NOUN
fsr-3404	159	31	that	that	PRON
fsr-3404	159	32	occur	occur	VERB
fsr-3404	159	33	during	during	ADP
fsr-3404	159	34	retirement	retirement	NOUN
fsr-3404	159	35	(	(	PUNCT
fsr-3404	159	36	the	the	DET
fsr-3404	159	37	second	second	ADJ
fsr-3404	159	38	term	term	NOUN
fsr-3404	159	39	)	)	PUNCT
fsr-3404	159	40	.	.	PUNCT
fsr-3404	160	1	the	the	PRON
fsr-3404	160	2	larger	large	ADJ
fsr-3404	160	3	the	the	DET
fsr-3404	160	4	nominal	nominal	ADJ
fsr-3404	160	5	annuity	annuity	NOUN
fsr-3404	160	6	the	the	PRON
fsr-3404	160	7	less	less	ADV
fsr-3404	160	8	likely	likely	ADJ
fsr-3404	160	9	the	the	DET
fsr-3404	160	10	net	net	ADJ
fsr-3404	160	11	gain	gain	NOUN
fsr-3404	160	12	will	will	AUX
fsr-3404	160	13	be	be	AUX
fsr-3404	160	14	positive	positive	ADJ
fsr-3404	160	15	,	,	PUNCT
fsr-3404	160	16	although	although	SCONJ
fsr-3404	160	17	this	this	PRON
fsr-3404	160	18	can	can	AUX
fsr-3404	160	19	be	be	AUX
fsr-3404	160	20	offset	offset	VERB
fsr-3404	160	21	by	by	ADP
fsr-3404	160	22	a	a	DET
fsr-3404	160	23	higher	high	ADJ
fsr-3404	160	24	standard	standard	ADJ
fsr-3404	160	25	deduction	deduction	NOUN
fsr-3404	160	26	if	if	SCONJ
fsr-3404	160	27	tax	tax	NOUN
fsr-3404	160	28	law	law	NOUN
fsr-3404	160	29	allows	allow	VERB
fsr-3404	160	30	indexing	index	VERB
fsr-3404	160	31	the	the	DET
fsr-3404	160	32	deduction	deduction	NOUN
fsr-3404	160	33	.	.	PUNCT
fsr-3404	161	1	in	in	ADP
fsr-3404	161	2	addition	addition	NOUN
fsr-3404	161	3	,	,	PUNCT
fsr-3404	161	4	if	if	SCONJ
fsr-3404	161	5	tw	tw	NOUN
fsr-3404	161	6	is	be	AUX
fsr-3404	161	7	sufficiently	sufficiently	ADV
fsr-3404	161	8	lower	low	ADJ
fsr-3404	161	9	than	than	ADP
fsr-3404	161	10	tc	tc	ADP
fsr-3404	161	11	the	the	DET
fsr-3404	161	12	net	net	ADJ
fsr-3404	161	13	gain	gain	NOUN
fsr-3404	161	14	can	can	AUX
fsr-3404	161	15	be	be	AUX
fsr-3404	161	16	positive	positive	ADJ
fsr-3404	161	17	.	.	PUNCT
fsr-3404	162	1	a	a	DET
fsr-3404	162	2	lower	low	ADJ
fsr-3404	162	3	tax	tax	NOUN
fsr-3404	162	4	rate	rate	NOUN
fsr-3404	162	5	in	in	ADP
fsr-3404	162	6	retirement	retirement	NOUN
fsr-3404	162	7	may	may	AUX
fsr-3404	162	8	occur	occur	VERB
fsr-3404	162	9	because	because	SCONJ
fsr-3404	162	10	the	the	DET
fsr-3404	162	11	investor	investor	NOUN
fsr-3404	162	12	will	will	AUX
fsr-3404	162	13	be	be	AUX
fsr-3404	162	14	in	in	ADP
fsr-3404	162	15	a	a	DET
fsr-3404	162	16	lower	low	ADJ
fsr-3404	162	17	tax	tax	NOUN
fsr-3404	162	18	bracket	bracket	NOUN
fsr-3404	162	19	,	,	PUNCT
fsr-3404	162	20	or	or	CCONJ
fsr-3404	162	21	because	because	SCONJ
fsr-3404	162	22	354	354	NUM
fsr-3404	162	23	t.	t.	NOUN
fsr-3404	162	24	manuel	manuel	NOUN
fsr-3404	162	25	et	et	PROPN
fsr-3404	162	26	al	al	PROPN
fsr-3404	162	27	.	.	PUNCT
fsr-3404	162	28	/	/	SYM
fsr-3404	162	29	financial	financial	ADJ
fsr-3404	162	30	services	service	NOUN
fsr-3404	162	31	review	review	VERB
fsr-3404	162	32	27	27	NUM
fsr-3404	162	33	(	(	PUNCT
fsr-3404	162	34	2018	2018	NUM
fsr-3404	162	35	)	)	PUNCT
fsr-3404	162	36	345	345	NUM
fsr-3404	162	37	-	-	SYM
fsr-3404	162	38	365	365	NUM
fsr-3404	162	39	statutory	statutory	ADJ
fsr-3404	162	40	tax	tax	NOUN
fsr-3404	162	41	rates	rate	NOUN
fsr-3404	162	42	are	be	AUX
fsr-3404	162	43	lower	low	ADJ
fsr-3404	162	44	.	.	PUNCT
fsr-3404	163	1	higher	high	ADJ
fsr-3404	163	2	inflation	inflation	NOUN
fsr-3404	163	3	will	will	AUX
fsr-3404	163	4	increase	increase	VERB
fsr-3404	163	5	the	the	DET
fsr-3404	163	6	deflator	deflator	NOUN
fsr-3404	163	7	more	more	ADV
fsr-3404	163	8	rapidly	rapidly	ADV
fsr-3404	163	9	and	and	CCONJ
fsr-3404	163	10	will	will	AUX
fsr-3404	163	11	reduce	reduce	VERB
fsr-3404	163	12	the	the	DET
fsr-3404	163	13	real	real	ADJ
fsr-3404	163	14	value	value	NOUN
fsr-3404	163	15	of	of	ADP
fsr-3404	163	16	consumption	consumption	NOUN
fsr-3404	163	17	in	in	ADP
fsr-3404	163	18	retirement	retirement	NOUN
fsr-3404	163	19	for	for	ADP
fsr-3404	163	20	both	both	DET
fsr-3404	163	21	ira	ira	PROPN
fsr-3404	163	22	types	type	NOUN
fsr-3404	163	23	.	.	PUNCT
fsr-3404	164	1	however	however	ADV
fsr-3404	164	2	,	,	PUNCT
fsr-3404	164	3	if	if	SCONJ
fsr-3404	164	4	higher	high	ADJ
fsr-3404	164	5	inflation	inflation	NOUN
fsr-3404	164	6	raises	raise	VERB
fsr-3404	164	7	the	the	DET
fsr-3404	164	8	investment	investment	NOUN
fsr-3404	164	9	rate	rate	NOUN
fsr-3404	164	10	of	of	ADP
fsr-3404	164	11	return	return	NOUN
fsr-3404	164	12	,	,	PUNCT
fsr-3404	164	13	then	then	ADV
fsr-3404	164	14	inflation	inflation	NOUN
fsr-3404	164	15	will	will	AUX
fsr-3404	164	16	favor	favor	VERB
fsr-3404	164	17	the	the	DET
fsr-3404	164	18	roth	roth	NOUN
fsr-3404	164	19	because	because	SCONJ
fsr-3404	164	20	higher	high	ADJ
fsr-3404	164	21	average	average	ADJ
fsr-3404	164	22	nominal	nominal	ADJ
fsr-3404	164	23	returns	return	NOUN
fsr-3404	164	24	generate	generate	VERB
fsr-3404	164	25	more	more	ADJ
fsr-3404	164	26	taxes	taxis	NOUN
fsr-3404	164	27	in	in	ADP
fsr-3404	164	28	retirement	retirement	NOUN
fsr-3404	164	29	and	and	CCONJ
fsr-3404	164	30	favor	favor	VERB
fsr-3404	164	31	the	the	DET
fsr-3404	164	32	roth	roth	NOUN
fsr-3404	164	33	in	in	ADP
fsr-3404	164	34	general	general	ADJ
fsr-3404	164	35	.	.	PUNCT
fsr-3404	165	1	greater	great	ADJ
fsr-3404	165	2	risk	risk	NOUN
fsr-3404	165	3	aversion	aversion	NOUN
fsr-3404	165	4	,	,	PUNCT
fsr-3404	165	5	as	as	SCONJ
fsr-3404	165	6	indicated	indicate	VERB
fsr-3404	165	7	by	by	ADP
fsr-3404	165	8	reducing	reduce	VERB
fsr-3404	165	9	risk	risk	NOUN
fsr-3404	165	10	at	at	ADP
fsr-3404	165	11	an	an	DET
fsr-3404	165	12	earlier	early	ADJ
fsr-3404	165	13	age	age	NOUN
fsr-3404	165	14	and	and	CCONJ
fsr-3404	165	15	,	,	PUNCT
fsr-3404	165	16	thereby	thereby	ADV
fsr-3404	165	17	,	,	PUNCT
fsr-3404	165	18	lowering	lower	VERB
fsr-3404	165	19	the	the	DET
fsr-3404	165	20	average	average	ADJ
fsr-3404	165	21	return	return	NOUN
fsr-3404	165	22	,	,	PUNCT
fsr-3404	165	23	favors	favor	VERB
fsr-3404	165	24	the	the	DET
fsr-3404	165	25	traditional	traditional	ADJ
fsr-3404	165	26	ira	ira	PROPN
fsr-3404	165	27	because	because	SCONJ
fsr-3404	165	28	it	it	PRON
fsr-3404	165	29	lowers	lower	VERB
fsr-3404	165	30	the	the	DET
fsr-3404	165	31	lifetime	lifetime	NOUN
fsr-3404	165	32	average	average	ADJ
fsr-3404	165	33	return	return	NOUN
fsr-3404	165	34	on	on	ADP
fsr-3404	165	35	investment	investment	NOUN
fsr-3404	165	36	and	and	CCONJ
fsr-3404	165	37	,	,	PUNCT
fsr-3404	165	38	thus	thus	ADV
fsr-3404	165	39	,	,	PUNCT
fsr-3404	165	40	potentially	potentially	ADV
fsr-3404	165	41	,	,	PUNCT
fsr-3404	165	42	the	the	DET
fsr-3404	165	43	taxes	taxis	NOUN
fsr-3404	165	44	paid	pay	VERB
fsr-3404	165	45	in	in	ADP
fsr-3404	165	46	retirement	retirement	NOUN
fsr-3404	165	47	.	.	PUNCT
fsr-3404	166	1	3.1	3.1	NUM
fsr-3404	166	2	.	.	PUNCT
fsr-3404	167	1	the	the	DET
fsr-3404	167	2	impact	impact	NOUN
fsr-3404	167	3	of	of	ADP
fsr-3404	167	4	the	the	DET
fsr-3404	167	5	tcja	tcja	NOUN
fsr-3404	167	6	on	on	ADP
fsr-3404	167	7	lifetime	lifetime	NOUN
fsr-3404	167	8	consumption	consumption	NOUN
fsr-3404	167	9	for	for	ADP
fsr-3404	167	10	the	the	DET
fsr-3404	167	11	traditional	traditional	ADJ
fsr-3404	167	12	and	and	CCONJ
fsr-3404	167	13	roth	roth	PROPN
fsr-3404	167	14	ira	ira	PROPN
fsr-3404	167	15	the	the	DET
fsr-3404	167	16	model	model	NOUN
fsr-3404	167	17	can	can	AUX
fsr-3404	167	18	be	be	AUX
fsr-3404	167	19	used	use	VERB
fsr-3404	167	20	to	to	PART
fsr-3404	167	21	demonstrate	demonstrate	VERB
fsr-3404	167	22	the	the	DET
fsr-3404	167	23	impact	impact	NOUN
fsr-3404	167	24	of	of	ADP
fsr-3404	167	25	the	the	DET
fsr-3404	167	26	tcja	tcja	NOUN
fsr-3404	167	27	on	on	ADP
fsr-3404	167	28	the	the	DET
fsr-3404	167	29	choice	choice	NOUN
fsr-3404	167	30	of	of	ADP
fsr-3404	167	31	traditional	traditional	ADJ
fsr-3404	167	32	and	and	CCONJ
fsr-3404	167	33	roth	roth	PROPN
fsr-3404	167	34	ira	ira	PROPN
fsr-3404	167	35	on	on	ADP
fsr-3404	167	36	lifetime	lifetime	NOUN
fsr-3404	167	37	real	real	ADJ
fsr-3404	167	38	consumption	consumption	NOUN
fsr-3404	167	39	.	.	PUNCT
fsr-3404	168	1	in	in	ADP
fsr-3404	168	2	the	the	DET
fsr-3404	168	3	model	model	NOUN
fsr-3404	168	4	,	,	PUNCT
fsr-3404	168	5	tax	tax	NOUN
fsr-3404	168	6	brackets	bracket	NOUN
fsr-3404	168	7	are	be	AUX
fsr-3404	168	8	assumed	assume	VERB
fsr-3404	168	9	to	to	PART
fsr-3404	168	10	be	be	AUX
fsr-3404	168	11	indexed	index	VERB
fsr-3404	168	12	to	to	ADP
fsr-3404	168	13	inflation	inflation	NOUN
fsr-3404	168	14	as	as	SCONJ
fsr-3404	168	15	they	they	PRON
fsr-3404	168	16	have	have	AUX
fsr-3404	168	17	been	be	AUX
fsr-3404	168	18	in	in	ADP
fsr-3404	168	19	the	the	DET
fsr-3404	168	20	past.13	past.13	NOUN
fsr-3404	168	21	investment	investment	NOUN
fsr-3404	168	22	returns	return	NOUN
fsr-3404	168	23	are	be	AUX
fsr-3404	168	24	based	base	VERB
fsr-3404	168	25	on	on	ADP
fsr-3404	168	26	historical	historical	ADJ
fsr-3404	168	27	geometric	geometric	ADJ
fsr-3404	168	28	average	average	ADJ
fsr-3404	168	29	returns	return	NOUN
fsr-3404	168	30	,	,	PUNCT
fsr-3404	168	31	correlations	correlation	NOUN
fsr-3404	168	32	,	,	PUNCT
fsr-3404	168	33	and	and	CCONJ
fsr-3404	168	34	standard	standard	ADJ
fsr-3404	168	35	deviations	deviation	NOUN
fsr-3404	168	36	of	of	ADP
fsr-3404	168	37	major	major	ADJ
fsr-3404	168	38	asset	asset	NOUN
fsr-3404	168	39	classes	class	NOUN
fsr-3404	168	40	such	such	ADJ
fsr-3404	168	41	as	as	ADP
fsr-3404	168	42	stocks	stock	NOUN
fsr-3404	168	43	,	,	PUNCT
fsr-3404	168	44	bonds	bond	NOUN
fsr-3404	168	45	and	and	CCONJ
fsr-3404	168	46	bills	bill	NOUN
fsr-3404	168	47	using	use	VERB
fsr-3404	168	48	data	datum	NOUN
fsr-3404	168	49	from	from	ADP
fsr-3404	168	50	damodaran	damodaran	PROPN
fsr-3404	168	51	(	(	PUNCT
fsr-3404	168	52	2018	2018	NUM
fsr-3404	168	53	)	)	PUNCT
fsr-3404	168	54	.	.	PUNCT
fsr-3404	169	1	the	the	DET
fsr-3404	169	2	model	model	NOUN
fsr-3404	169	3	incorporates	incorporate	VERB
fsr-3404	169	4	the	the	DET
fsr-3404	169	5	concept	concept	NOUN
fsr-3404	169	6	of	of	ADP
fsr-3404	169	7	reducing	reduce	VERB
fsr-3404	169	8	portfolio	portfolio	NOUN
fsr-3404	169	9	risk	risk	NOUN
fsr-3404	169	10	as	as	SCONJ
fsr-3404	169	11	the	the	DET
fsr-3404	169	12	investors	investor	NOUN
fsr-3404	169	13	approach	approach	VERB
fsr-3404	169	14	retirement	retirement	NOUN
fsr-3404	169	15	.	.	PUNCT
fsr-3404	170	1	all	all	DET
fsr-3404	170	2	contributions	contribution	NOUN
fsr-3404	170	3	cease	cease	VERB
fsr-3404	170	4	at	at	ADP
fsr-3404	170	5	retirement	retirement	NOUN
fsr-3404	170	6	.	.	PUNCT
fsr-3404	171	1	the	the	DET
fsr-3404	171	2	model	model	NOUN
fsr-3404	171	3	ignores	ignore	VERB
fsr-3404	171	4	other	other	ADJ
fsr-3404	171	5	income	income	NOUN
fsr-3404	171	6	and	and	CCONJ
fsr-3404	171	7	social	social	ADJ
fsr-3404	171	8	security	security	NOUN
fsr-3404	171	9	benefits	benefit	NOUN
fsr-3404	171	10	.	.	PUNCT
fsr-3404	172	1	the	the	DET
fsr-3404	172	2	invested	invest	VERB
fsr-3404	172	3	amount	amount	NOUN
fsr-3404	172	4	at	at	ADP
fsr-3404	172	5	retirement	retirement	NOUN
fsr-3404	172	6	is	be	AUX
fsr-3404	172	7	annuitized	annuitize	VERB
fsr-3404	172	8	over	over	ADP
fsr-3404	172	9	the	the	DET
fsr-3404	172	10	remaining	remain	VERB
fsr-3404	172	11	expected	expect	VERB
fsr-3404	172	12	lifetime	lifetime	NOUN
fsr-3404	172	13	.	.	PUNCT
fsr-3404	173	1	the	the	DET
fsr-3404	173	2	model	model	NOUN
fsr-3404	173	3	used	use	VERB
fsr-3404	173	4	allows	allow	VERB
fsr-3404	173	5	an	an	DET
fsr-3404	173	6	investor	investor	NOUN
fsr-3404	173	7	to	to	PART
fsr-3404	173	8	choose	choose	VERB
fsr-3404	173	9	at	at	ADP
fsr-3404	173	10	what	what	DET
fsr-3404	173	11	age	age	NOUN
fsr-3404	173	12	they	they	PRON
fsr-3404	173	13	plan	plan	VERB
fsr-3404	173	14	to	to	PART
fsr-3404	173	15	reduce	reduce	VERB
fsr-3404	173	16	risk	risk	NOUN
fsr-3404	173	17	in	in	ADP
fsr-3404	173	18	the	the	DET
fsr-3404	173	19	portfolio	portfolio	NOUN
fsr-3404	173	20	by	by	ADP
fsr-3404	173	21	shifting	shift	VERB
fsr-3404	173	22	more	more	ADJ
fsr-3404	173	23	of	of	ADP
fsr-3404	173	24	the	the	DET
fsr-3404	173	25	portfolio	portfolio	NOUN
fsr-3404	173	26	from	from	ADP
fsr-3404	173	27	stocks	stock	NOUN
fsr-3404	173	28	to	to	ADP
fsr-3404	173	29	treasury	treasury	NOUN
fsr-3404	173	30	bonds	bond	NOUN
fsr-3404	173	31	and	and	CCONJ
fsr-3404	173	32	treasury	treasury	NOUN
fsr-3404	173	33	bills	bill	NOUN
fsr-3404	173	34	.	.	PUNCT
fsr-3404	174	1	the	the	DET
fsr-3404	174	2	return	return	NOUN
fsr-3404	174	3	data	datum	NOUN
fsr-3404	174	4	and	and	CCONJ
fsr-3404	174	5	portfolio	portfolio	NOUN
fsr-3404	174	6	weights	weight	NOUN
fsr-3404	174	7	based	base	VERB
fsr-3404	174	8	on	on	ADP
fsr-3404	174	9	damodaran	damodaran	PROPN
fsr-3404	174	10	’s	’s	PART
fsr-3404	174	11	(	(	PUNCT
fsr-3404	174	12	2018	2018	NUM
fsr-3404	174	13	)	)	PUNCT
fsr-3404	174	14	data	datum	NOUN
fsr-3404	174	15	are	be	AUX
fsr-3404	174	16	given	give	VERB
fsr-3404	174	17	in	in	ADP
fsr-3404	174	18	table	table	NOUN
fsr-3404	174	19	6	6	NUM
fsr-3404	174	20	.	.	PUNCT
fsr-3404	175	1	the	the	DET
fsr-3404	175	2	asset	asset	NOUN
fsr-3404	175	3	allocation	allocation	NOUN
fsr-3404	175	4	is	be	AUX
fsr-3404	175	5	shown	show	VERB
fsr-3404	175	6	above	above	ADV
fsr-3404	175	7	for	for	ADP
fsr-3404	175	8	assumed	assume	VERB
fsr-3404	175	9	high	high	ADJ
fsr-3404	175	10	risk	risk	NOUN
fsr-3404	175	11	,	,	PUNCT
fsr-3404	175	12	medium	medium	ADJ
fsr-3404	175	13	risk	risk	NOUN
fsr-3404	175	14	,	,	PUNCT
fsr-3404	175	15	and	and	CCONJ
fsr-3404	175	16	low	low	ADJ
fsr-3404	175	17	risk	risk	NOUN
fsr-3404	175	18	portfolios	portfolio	NOUN
fsr-3404	175	19	.	.	PUNCT
fsr-3404	176	1	the	the	DET
fsr-3404	176	2	choice	choice	NOUN
fsr-3404	176	3	of	of	ADP
fsr-3404	176	4	age	age	NOUN
fsr-3404	176	5	at	at	ADP
fsr-3404	176	6	which	which	PRON
fsr-3404	176	7	an	an	DET
fsr-3404	176	8	investor	investor	NOUN
fsr-3404	176	9	switches	switch	VERB
fsr-3404	176	10	from	from	ADP
fsr-3404	176	11	a	a	DET
fsr-3404	176	12	high	high	ADJ
fsr-3404	176	13	to	to	PART
fsr-3404	176	14	medium	medium	VERB
fsr-3404	176	15	to	to	ADP
fsr-3404	176	16	low	low	ADJ
fsr-3404	176	17	risk	risk	NOUN
fsr-3404	176	18	fund	fund	NOUN
fsr-3404	176	19	is	be	AUX
fsr-3404	176	20	a	a	DET
fsr-3404	176	21	proxy	proxy	NOUN
fsr-3404	176	22	for	for	ADP
fsr-3404	176	23	risk	risk	NOUN
fsr-3404	176	24	aversion	aversion	NOUN
fsr-3404	176	25	.	.	PUNCT
fsr-3404	177	1	greater	great	ADJ
fsr-3404	177	2	risk	risk	NOUN
fsr-3404	177	3	aversion	aversion	NOUN
fsr-3404	177	4	is	be	AUX
fsr-3404	177	5	indicated	indicate	VERB
fsr-3404	177	6	by	by	ADP
fsr-3404	177	7	reducing	reduce	VERB
fsr-3404	177	8	risk	risk	NOUN
fsr-3404	177	9	at	at	ADP
fsr-3404	177	10	an	an	DET
fsr-3404	177	11	earlier	early	ADJ
fsr-3404	177	12	age	age	NOUN
fsr-3404	177	13	and/or	and/or	CCONJ
fsr-3404	177	14	choosing	choose	VERB
fsr-3404	177	15	a	a	DET
fsr-3404	177	16	lower	low	ADJ
fsr-3404	177	17	percentage	percentage	NOUN
fsr-3404	177	18	in	in	ADP
fsr-3404	177	19	stocks	stock	NOUN
fsr-3404	177	20	in	in	ADP
fsr-3404	177	21	each	each	DET
fsr-3404	177	22	portfolio	portfolio	NOUN
fsr-3404	177	23	.	.	PUNCT
fsr-3404	178	1	the	the	DET
fsr-3404	178	2	spreadsheet	spreadsheet	PROPN
fsr-3404	178	3	model	model	NOUN
fsr-3404	178	4	provides	provide	VERB
fsr-3404	178	5	stochastic	stochastic	ADJ
fsr-3404	178	6	rates	rate	NOUN
fsr-3404	178	7	of	of	ADP
fsr-3404	178	8	return	return	NOUN
fsr-3404	178	9	to	to	PART
fsr-3404	178	10	determine	determine	VERB
fsr-3404	178	11	future	future	ADJ
fsr-3404	178	12	values	value	NOUN
fsr-3404	178	13	based	base	VERB
fsr-3404	178	14	on	on	ADP
fsr-3404	178	15	the	the	DET
fsr-3404	178	16	input	input	NOUN
fsr-3404	178	17	data	datum	NOUN
fsr-3404	178	18	.	.	PUNCT
fsr-3404	179	1	this	this	PRON
fsr-3404	179	2	is	be	AUX
fsr-3404	179	3	substantially	substantially	ADV
fsr-3404	179	4	different	different	ADJ
fsr-3404	179	5	than	than	ADP
fsr-3404	179	6	in	in	ADP
fsr-3404	179	7	much	much	ADJ
fsr-3404	179	8	of	of	ADP
fsr-3404	179	9	the	the	DET
fsr-3404	179	10	literature	literature	NOUN
fsr-3404	179	11	where	where	SCONJ
fsr-3404	179	12	many	many	ADJ
fsr-3404	179	13	studies	study	NOUN
fsr-3404	179	14	assume	assume	VERB
fsr-3404	179	15	a	a	DET
fsr-3404	179	16	fixed	fix	VERB
fsr-3404	179	17	rate	rate	NOUN
fsr-3404	179	18	of	of	ADP
fsr-3404	179	19	return	return	NOUN
fsr-3404	179	20	,	,	PUNCT
fsr-3404	179	21	or	or	CCONJ
fsr-3404	179	22	allow	allow	VERB
fsr-3404	179	23	only	only	ADV
fsr-3404	179	24	a	a	DET
fsr-3404	179	25	small	small	ADJ
fsr-3404	179	26	amount	amount	NOUN
fsr-3404	179	27	of	of	ADP
fsr-3404	179	28	variation	variation	NOUN
fsr-3404	179	29	in	in	ADP
fsr-3404	179	30	returns.14	returns.14	PROPN
fsr-3404	179	31	for	for	ADP
fsr-3404	179	32	simplicity	simplicity	NOUN
fsr-3404	179	33	the	the	DET
fsr-3404	179	34	table	table	NOUN
fsr-3404	179	35	6	6	NUM
fsr-3404	179	36	portfolio	portfolio	NOUN
fsr-3404	179	37	risk	risk	NOUN
fsr-3404	179	38	and	and	CCONJ
fsr-3404	179	39	return	return	NOUN
fsr-3404	179	40	based	base	VERB
fsr-3404	179	41	on	on	ADP
fsr-3404	179	42	damodaran	damodaran	VERB
fsr-3404	179	43	data	datum	NOUN
fsr-3404	179	44	stocks	stock	NOUN
fsr-3404	179	45	long	long	ADJ
fsr-3404	179	46	term	term	NOUN
fsr-3404	179	47	(	(	PUNCT
fsr-3404	179	48	lt	lt	NOUN
fsr-3404	179	49	)	)	PUNCT
fsr-3404	179	50	government	government	NOUN
fsr-3404	179	51	bonds	bond	NOUN
fsr-3404	179	52	t	t	PROPN
fsr-3404	179	53	-	-	PUNCT
fsr-3404	179	54	bills	bill	NOUN
fsr-3404	179	55	stocks	stock	NOUN
fsr-3404	179	56	lt	lt	DET
fsr-3404	179	57	government	government	NOUN
fsr-3404	179	58	bonds	bond	VERB
fsr-3404	179	59	stocks	stock	NOUN
fsr-3404	179	60	t	t	PROPN
fsr-3404	179	61	-	-	PUNCT
fsr-3404	179	62	bills	bill	NOUN
fsr-3404	179	63	lt	lt	DET
fsr-3404	179	64	government	government	NOUN
fsr-3404	179	65	bonds	bond	VERB
fsr-3404	179	66	t	t	PROPN
fsr-3404	179	67	-	-	PUNCT
fsr-3404	179	68	bills	bill	NOUN
fsr-3404	179	69	average	average	ADJ
fsr-3404	179	70	return	return	NOUN
fsr-3404	179	71	9.65	9.65	NUM
fsr-3404	179	72	%	%	NOUN
fsr-3404	179	73	4.88	4.88	NUM
fsr-3404	179	74	%	%	NOUN
fsr-3404	179	75	3.39	3.39	NUM
fsr-3404	179	76	%	%	NOUN
fsr-3404	179	77	�	�	PROPN
fsr-3404	179	78	�	�	PROPN
fsr-3404	179	79	0.028	0.028	NUM
fsr-3404	179	80	�	�	PROPN
fsr-3404	179	81	0.030	0.030	NUM
fsr-3404	179	82	0.296	0.296	NUM
fsr-3404	179	83	�	�	PROPN
fsr-3404	179	84	19.62	19.62	NUM
fsr-3404	179	85	%	%	NOUN
fsr-3404	179	86	7.72	7.72	NUM
fsr-3404	179	87	%	%	NOUN
fsr-3404	179	88	3.05	3.05	NUM
fsr-3404	179	89	%	%	NOUN
fsr-3404	179	90	cov	cov	PROPN
fsr-3404	179	91	�	�	PROPN
fsr-3404	179	92	0.000418339	0.000418339	NUM
fsr-3404	179	93	�	�	X
fsr-3404	179	94	0.000178894	0.000178894	NUM
fsr-3404	179	95	0.000698036	0.000698036	NUM
fsr-3404	179	96	high	high	ADJ
fsr-3404	179	97	risk	risk	NOUN
fsr-3404	179	98	70	70	NUM
fsr-3404	179	99	%	%	NOUN
fsr-3404	179	100	30	30	NUM
fsr-3404	179	101	%	%	NOUN
fsr-3404	179	102	0	0	NUM
fsr-3404	179	103	%	%	NOUN
fsr-3404	179	104	0.0192257	0.0192257	NUM
fsr-3404	179	105	medium	medium	ADJ
fsr-3404	179	106	risk	risk	NOUN
fsr-3404	179	107	60	60	NUM
fsr-3404	179	108	%	%	NOUN
fsr-3404	179	109	40	40	NUM
fsr-3404	179	110	%	%	NOUN
fsr-3404	179	111	0	0	NUM
fsr-3404	179	112	%	%	NOUN
fsr-3404	179	113	0.0146133	0.0146133	NUM
fsr-3404	179	114	portfolio	portfolio	NOUN
fsr-3404	179	115	variances	variance	NOUN
fsr-3404	179	116	low	low	ADJ
fsr-3404	179	117	risk	risk	NOUN
fsr-3404	179	118	30	30	NUM
fsr-3404	179	119	%	%	NOUN
fsr-3404	179	120	50	50	NUM
fsr-3404	179	121	%	%	NOUN
fsr-3404	180	1	20	20	NUM
fsr-3404	180	2	%	%	NOUN
fsr-3404	180	3	0.0049861	0.0049861	NUM
fsr-3404	180	4	risk	risk	NOUN
fsr-3404	180	5	portfolio	portfolio	NOUN
fsr-3404	180	6	average	average	ADJ
fsr-3404	180	7	return	return	NOUN
fsr-3404	180	8	portfolio	portfolio	NOUN
fsr-3404	180	9	�	�	PROPN
fsr-3404	180	10	high	high	ADJ
fsr-3404	180	11	8.22	8.22	NUM
fsr-3404	180	12	%	%	NOUN
fsr-3404	180	13	13.87	13.87	NUM
fsr-3404	180	14	%	%	NOUN
fsr-3404	180	15	medium	medium	NOUN
fsr-3404	180	16	7.74	7.74	NUM
fsr-3404	180	17	%	%	NOUN
fsr-3404	180	18	12.09	12.09	NUM
fsr-3404	180	19	%	%	NOUN
fsr-3404	180	20	low	low	ADJ
fsr-3404	180	21	6.01	6.01	NUM
fsr-3404	180	22	%	%	NOUN
fsr-3404	180	23	7.06	7.06	NUM
fsr-3404	180	24	%	%	NOUN
fsr-3404	180	25	355	355	NUM
fsr-3404	180	26	t.	t.	NOUN
fsr-3404	180	27	manuel	manuel	NOUN
fsr-3404	180	28	et	et	PROPN
fsr-3404	180	29	al	al	PROPN
fsr-3404	180	30	.	.	PUNCT
fsr-3404	180	31	/	/	SYM
fsr-3404	180	32	financial	financial	ADJ
fsr-3404	180	33	services	service	NOUN
fsr-3404	180	34	review	review	VERB
fsr-3404	180	35	27	27	NUM
fsr-3404	180	36	(	(	PUNCT
fsr-3404	180	37	2018	2018	NUM
fsr-3404	180	38	)	)	PUNCT
fsr-3404	180	39	345	345	NUM
fsr-3404	180	40	-	-	SYM
fsr-3404	180	41	365	365	NUM
fsr-3404	180	42	model	model	NOUN
fsr-3404	180	43	does	do	AUX
fsr-3404	180	44	not	not	PART
fsr-3404	180	45	have	have	VERB
fsr-3404	180	46	any	any	DET
fsr-3404	180	47	excess	excess	ADJ
fsr-3404	180	48	contributions	contribution	NOUN
fsr-3404	180	49	,	,	PUNCT
fsr-3404	180	50	which	which	PRON
fsr-3404	180	51	are	be	AUX
fsr-3404	180	52	rare	rare	ADJ
fsr-3404	180	53	in	in	ADP
fsr-3404	180	54	practice	practice	NOUN
fsr-3404	180	55	(	(	PUNCT
fsr-3404	180	56	see	see	VERB
fsr-3404	180	57	sibley	sibley	PROPN
fsr-3404	180	58	,	,	PUNCT
fsr-3404	180	59	2002	2002	NUM
fsr-3404	180	60	)	)	PUNCT
fsr-3404	180	61	,	,	PUNCT
fsr-3404	180	62	and	and	CCONJ
fsr-3404	180	63	there	there	PRON
fsr-3404	180	64	are	be	VERB
fsr-3404	180	65	no	no	DET
fsr-3404	180	66	rmds	rmds	NOUN
fsr-3404	180	67	because	because	SCONJ
fsr-3404	180	68	of	of	ADP
fsr-3404	180	69	the	the	DET
fsr-3404	180	70	focus	focus	NOUN
fsr-3404	180	71	on	on	ADP
fsr-3404	180	72	lifetime	lifetime	NOUN
fsr-3404	180	73	real	real	ADJ
fsr-3404	180	74	consumption	consumption	NOUN
fsr-3404	180	75	rather	rather	ADV
fsr-3404	180	76	than	than	ADP
fsr-3404	180	77	bequests	bequest	NOUN
fsr-3404	180	78	.	.	PUNCT
fsr-3404	181	1	3.2	3.2	NUM
fsr-3404	181	2	.	.	PUNCT
fsr-3404	181	3	impact	impact	NOUN
fsr-3404	181	4	of	of	ADP
fsr-3404	181	5	ira	ira	PROPN
fsr-3404	181	6	choice	choice	NOUN
fsr-3404	181	7	on	on	ADP
fsr-3404	181	8	consumption	consumption	NOUN
fsr-3404	181	9	preand	preand	NOUN
fsr-3404	181	10	post	post	ADJ
fsr-3404	181	11	-	-	ADJ
fsr-3404	181	12	tcja	tcja	ADJ
fsr-3404	181	13	the	the	DET
fsr-3404	181	14	real	real	ADJ
fsr-3404	181	15	consumption	consumption	NOUN
fsr-3404	181	16	outcomes	outcome	NOUN
fsr-3404	181	17	for	for	ADP
fsr-3404	181	18	a	a	DET
fsr-3404	181	19	hypothetical	hypothetical	ADJ
fsr-3404	181	20	married	married	ADJ
fsr-3404	181	21	couple	couple	NOUN
fsr-3404	181	22	filing	filing	NOUN
fsr-3404	181	23	jointly	jointly	ADV
fsr-3404	181	24	that	that	PRON
fsr-3404	181	25	are	be	AUX
fsr-3404	181	26	not	not	PART
fsr-3404	181	27	covered	cover	VERB
fsr-3404	181	28	by	by	ADP
fsr-3404	181	29	a	a	DET
fsr-3404	181	30	plan	plan	NOUN
fsr-3404	181	31	at	at	ADP
fsr-3404	181	32	work	work	NOUN
fsr-3404	181	33	who	who	PRON
fsr-3404	181	34	are	be	AUX
fsr-3404	181	35	30	30	NUM
fsr-3404	181	36	years	year	NOUN
fsr-3404	181	37	old	old	ADJ
fsr-3404	181	38	,	,	PUNCT
fsr-3404	181	39	will	will	AUX
fsr-3404	181	40	retire	retire	VERB
fsr-3404	181	41	at	at	ADP
fsr-3404	181	42	age	age	NOUN
fsr-3404	181	43	65	65	NUM
fsr-3404	181	44	,	,	PUNCT
fsr-3404	181	45	and	and	CCONJ
fsr-3404	181	46	fund	fund	VERB
fsr-3404	181	47	their	their	PRON
fsr-3404	181	48	retirement	retirement	NOUN
fsr-3404	181	49	to	to	ADP
fsr-3404	181	50	age	age	NOUN
fsr-3404	181	51	90	90	NUM
fsr-3404	181	52	is	be	AUX
fsr-3404	181	53	shown	show	VERB
fsr-3404	181	54	below	below	ADP
fsr-3404	181	55	using	use	VERB
fsr-3404	181	56	the	the	DET
fsr-3404	181	57	2017	2017	NUM
fsr-3404	181	58	tax	tax	NOUN
fsr-3404	181	59	rates	rate	NOUN
fsr-3404	181	60	and	and	CCONJ
fsr-3404	181	61	rules	rule	NOUN
fsr-3404	181	62	.	.	PUNCT
fsr-3404	182	1	in	in	ADP
fsr-3404	182	2	2018	2018	NUM
fsr-3404	182	3	the	the	DET
fsr-3404	182	4	life	life	NOUN
fsr-3404	182	5	expectancy	expectancy	NOUN
fsr-3404	182	6	of	of	ADP
fsr-3404	182	7	a	a	DET
fsr-3404	182	8	30	30	NUM
fsr-3404	182	9	year	year	NOUN
fsr-3404	182	10	old	old	ADJ
fsr-3404	182	11	u.s	u.s	PROPN
fsr-3404	182	12	.	.	PROPN
fsr-3404	182	13	male	male	NOUN
fsr-3404	182	14	is	be	AUX
fsr-3404	182	15	71	71	NUM
fsr-3404	182	16	and	and	CCONJ
fsr-3404	182	17	for	for	ADP
fsr-3404	182	18	a	a	DET
fsr-3404	182	19	female	female	NOUN
fsr-3404	182	20	is	be	AUX
fsr-3404	182	21	75	75	NUM
fsr-3404	182	22	according	accord	VERB
fsr-3404	182	23	to	to	ADP
fsr-3404	182	24	countryeconomy.com	countryeconomy.com	X
fsr-3404	182	25	.	.	PROPN
fsr-3404	182	26	funding	funding	NOUN
fsr-3404	182	27	to	to	ADP
fsr-3404	182	28	age	age	NOUN
fsr-3404	182	29	90	90	NUM
fsr-3404	182	30	should	should	AUX
fsr-3404	182	31	be	be	AUX
fsr-3404	182	32	amply	amply	ADV
fsr-3404	182	33	sufficient	sufficient	ADJ
fsr-3404	182	34	to	to	PART
fsr-3404	182	35	ensure	ensure	VERB
fsr-3404	182	36	an	an	DET
fsr-3404	182	37	investor	investor	NOUN
fsr-3404	182	38	’s	’s	PART
fsr-3404	182	39	funds	fund	NOUN
fsr-3404	182	40	do	do	AUX
fsr-3404	182	41	not	not	PART
fsr-3404	182	42	run	run	VERB
fsr-3404	182	43	out	out	ADP
fsr-3404	182	44	.	.	PUNCT
fsr-3404	183	1	the	the	DET
fsr-3404	183	2	2017	2017	NUM
fsr-3404	183	3	progressive	progressive	ADJ
fsr-3404	183	4	tax	tax	NOUN
fsr-3404	183	5	rates	rate	NOUN
fsr-3404	183	6	and	and	CCONJ
fsr-3404	183	7	brackets	bracket	NOUN
fsr-3404	183	8	are	be	AUX
fsr-3404	183	9	used	use	VERB
fsr-3404	183	10	and	and	CCONJ
fsr-3404	183	11	the	the	DET
fsr-3404	183	12	brackets	bracket	NOUN
fsr-3404	183	13	are	be	AUX
fsr-3404	183	14	indexed	index	VERB
fsr-3404	183	15	to	to	ADP
fsr-3404	183	16	inflation	inflation	NOUN
fsr-3404	183	17	as	as	ADP
fsr-3404	183	18	per	per	ADP
fsr-3404	183	19	irs	irs	PROPN
fsr-3404	183	20	practice	practice	NOUN
fsr-3404	183	21	as	as	SCONJ
fsr-3404	183	22	mandated	mandate	VERB
fsr-3404	183	23	by	by	ADP
fsr-3404	183	24	congress	congress	PROPN
fsr-3404	183	25	.	.	PUNCT
fsr-3404	184	1	the	the	DET
fsr-3404	184	2	irs	irs	PROPN
fsr-3404	184	3	normally	normally	ADV
fsr-3404	184	4	adjusts	adjust	VERB
fsr-3404	184	5	the	the	DET
fsr-3404	184	6	standard	standard	ADJ
fsr-3404	184	7	deduction	deduction	NOUN
fsr-3404	184	8	for	for	ADP
fsr-3404	184	9	inflation	inflation	NOUN
fsr-3404	184	10	as	as	ADV
fsr-3404	184	11	well	well	ADV
fsr-3404	184	12	,	,	PUNCT
fsr-3404	184	13	and	and	CCONJ
fsr-3404	184	14	it	it	PRON
fsr-3404	184	15	is	be	AUX
fsr-3404	184	16	also	also	ADV
fsr-3404	184	17	increased	increase	VERB
fsr-3404	184	18	at	at	ADP
fsr-3404	184	19	age	age	NOUN
fsr-3404	184	20	65	65	NUM
fsr-3404	184	21	,	,	PUNCT
fsr-3404	184	22	and	and	CCONJ
fsr-3404	184	23	is	be	AUX
fsr-3404	184	24	higher	high	ADJ
fsr-3404	184	25	for	for	ADP
fsr-3404	184	26	taxpayers	taxpayer	NOUN
fsr-3404	184	27	that	that	PRON
fsr-3404	184	28	meet	meet	VERB
fsr-3404	184	29	certain	certain	ADJ
fsr-3404	184	30	conditions.15	conditions.15	NOUN
fsr-3404	184	31	the	the	DET
fsr-3404	184	32	couple	couple	NOUN
fsr-3404	184	33	starts	start	VERB
fsr-3404	184	34	with	with	ADP
fsr-3404	184	35	a	a	DET
fsr-3404	184	36	high	high	ADJ
fsr-3404	184	37	risk	risk	NOUN
fsr-3404	184	38	portfolio	portfolio	NOUN
fsr-3404	184	39	that	that	PRON
fsr-3404	184	40	has	have	VERB
fsr-3404	184	41	an	an	DET
fsr-3404	184	42	average	average	ADJ
fsr-3404	184	43	return	return	NOUN
fsr-3404	184	44	of	of	ADP
fsr-3404	184	45	8.22	8.22	NUM
fsr-3404	184	46	%	%	NOUN
fsr-3404	184	47	with	with	ADP
fsr-3404	184	48	a	a	DET
fsr-3404	184	49	standard	standard	ADJ
fsr-3404	184	50	deviation	deviation	NOUN
fsr-3404	184	51	of	of	ADP
fsr-3404	184	52	13.87	13.87	NUM
fsr-3404	184	53	%	%	NOUN
fsr-3404	184	54	,	,	PUNCT
fsr-3404	184	55	reduces	reduce	VERB
fsr-3404	184	56	to	to	ADP
fsr-3404	184	57	medium	medium	ADJ
fsr-3404	184	58	risk	risk	NOUN
fsr-3404	184	59	at	at	ADP
fsr-3404	184	60	age	age	NOUN
fsr-3404	184	61	50	50	NUM
fsr-3404	184	62	with	with	ADP
fsr-3404	184	63	an	an	DET
fsr-3404	184	64	average	average	ADJ
fsr-3404	184	65	return	return	NOUN
fsr-3404	184	66	of	of	ADP
fsr-3404	184	67	7.74	7.74	NUM
fsr-3404	184	68	%	%	NOUN
fsr-3404	184	69	with	with	ADP
fsr-3404	184	70	a	a	DET
fsr-3404	184	71	portfolio	portfolio	NOUN
fsr-3404	184	72	standard	standard	ADJ
fsr-3404	184	73	deviation	deviation	NOUN
fsr-3404	184	74	of	of	ADP
fsr-3404	184	75	12.09	12.09	NUM
fsr-3404	184	76	%	%	NOUN
fsr-3404	184	77	,	,	PUNCT
fsr-3404	184	78	and	and	CCONJ
fsr-3404	184	79	reallocates	reallocate	VERB
fsr-3404	184	80	to	to	ADP
fsr-3404	184	81	a	a	DET
fsr-3404	184	82	low	low	ADJ
fsr-3404	184	83	risk	risk	NOUN
fsr-3404	184	84	portfolio	portfolio	NOUN
fsr-3404	184	85	at	at	ADP
fsr-3404	184	86	retirement	retirement	NOUN
fsr-3404	184	87	that	that	PRON
fsr-3404	184	88	has	have	VERB
fsr-3404	184	89	an	an	DET
fsr-3404	184	90	average	average	ADJ
fsr-3404	184	91	return	return	NOUN
fsr-3404	184	92	of	of	ADP
fsr-3404	184	93	6.01	6.01	NUM
fsr-3404	184	94	%	%	NOUN
fsr-3404	184	95	and	and	CCONJ
fsr-3404	184	96	a	a	DET
fsr-3404	184	97	standard	standard	ADJ
fsr-3404	184	98	deviation	deviation	NOUN
fsr-3404	184	99	of	of	ADP
fsr-3404	184	100	7.06	7.06	NUM
fsr-3404	184	101	%	%	NOUN
fsr-3404	184	102	.	.	PUNCT
fsr-3404	185	1	the	the	DET
fsr-3404	185	2	couple	couple	NOUN
fsr-3404	185	3	’s	’s	ADV
fsr-3404	185	4	starting	start	VERB
fsr-3404	185	5	income	income	NOUN
fsr-3404	185	6	is	be	AUX
fsr-3404	185	7	$	$	SYM
fsr-3404	185	8	80,000	80,000	NUM
fsr-3404	185	9	between	between	ADP
fsr-3404	185	10	the	the	DET
fsr-3404	185	11	two	two	NUM
fsr-3404	185	12	of	of	ADP
fsr-3404	185	13	them	they	PRON
fsr-3404	185	14	at	at	ADP
fsr-3404	185	15	age	age	NOUN
fsr-3404	185	16	30	30	NUM
fsr-3404	185	17	;	;	PUNCT
fsr-3404	185	18	subsequently	subsequently	ADV
fsr-3404	185	19	,	,	PUNCT
fsr-3404	185	20	their	their	PRON
fsr-3404	185	21	income	income	NOUN
fsr-3404	185	22	grows	grow	VERB
fsr-3404	185	23	at	at	ADP
fsr-3404	185	24	six	six	NUM
fsr-3404	185	25	percent	percent	NOUN
fsr-3404	185	26	per	per	ADP
fsr-3404	185	27	year	year	NOUN
fsr-3404	185	28	and	and	CCONJ
fsr-3404	185	29	inflation	inflation	NOUN
fsr-3404	185	30	is	be	AUX
fsr-3404	185	31	three	three	NUM
fsr-3404	185	32	percent	percent	NOUN
fsr-3404	185	33	per	per	ADP
fsr-3404	185	34	year	year	NOUN
fsr-3404	185	35	.	.	PUNCT
fsr-3404	186	1	the	the	DET
fsr-3404	186	2	couple	couple	NOUN
fsr-3404	186	3	contributes	contribute	VERB
fsr-3404	186	4	$	$	SYM
fsr-3404	186	5	10,000	10,000	NUM
fsr-3404	186	6	total	total	NOUN
fsr-3404	186	7	to	to	ADP
fsr-3404	186	8	either	either	CCONJ
fsr-3404	186	9	a	a	DET
fsr-3404	186	10	roth	roth	NOUN
fsr-3404	186	11	or	or	CCONJ
fsr-3404	186	12	a	a	DET
fsr-3404	186	13	traditional	traditional	ADJ
fsr-3404	186	14	ira	ira	PROPN
fsr-3404	186	15	each	each	DET
fsr-3404	186	16	year	year	NOUN
fsr-3404	186	17	until	until	SCONJ
fsr-3404	186	18	they	they	PRON
fsr-3404	186	19	retire	retire	VERB
fsr-3404	186	20	.	.	PUNCT
fsr-3404	187	1	annual	annual	ADJ
fsr-3404	187	2	rates	rate	NOUN
fsr-3404	187	3	of	of	ADP
fsr-3404	187	4	return	return	NOUN
fsr-3404	187	5	are	be	AUX
fsr-3404	187	6	generated	generate	VERB
fsr-3404	187	7	from	from	ADP
fsr-3404	187	8	a	a	DET
fsr-3404	187	9	normal	normal	ADJ
fsr-3404	187	10	distribution	distribution	NOUN
fsr-3404	187	11	with	with	ADP
fsr-3404	187	12	the	the	DET
fsr-3404	187	13	given	give	VERB
fsr-3404	187	14	geometric	geometric	ADJ
fsr-3404	187	15	average	average	ADJ
fsr-3404	187	16	return	return	NOUN
fsr-3404	187	17	and	and	CCONJ
fsr-3404	187	18	standard	standard	ADJ
fsr-3404	187	19	deviation	deviation	NOUN
fsr-3404	187	20	using	use	VERB
fsr-3404	187	21	monte	monte	PROPN
fsr-3404	187	22	carlo	carlo	PROPN
fsr-3404	187	23	simulation	simulation	PROPN
fsr-3404	187	24	.	.	PUNCT
fsr-3404	188	1	the	the	DET
fsr-3404	188	2	cumulative	cumulative	ADJ
fsr-3404	188	3	savings	saving	NOUN
fsr-3404	188	4	at	at	ADP
fsr-3404	188	5	retirement	retirement	NOUN
fsr-3404	188	6	is	be	AUX
fsr-3404	188	7	annuitized	annuitize	VERB
fsr-3404	188	8	over	over	ADP
fsr-3404	188	9	the	the	DET
fsr-3404	188	10	given	give	VERB
fsr-3404	188	11	life	life	NOUN
fsr-3404	188	12	expectancy	expectancy	NOUN
fsr-3404	188	13	using	use	VERB
fsr-3404	188	14	the	the	DET
fsr-3404	188	15	low	low	ADJ
fsr-3404	188	16	risk	risk	NOUN
fsr-3404	188	17	portfolio	portfolio	NOUN
fsr-3404	188	18	return	return	NOUN
fsr-3404	188	19	.	.	PUNCT
fsr-3404	189	1	a	a	DET
fsr-3404	189	2	simulation	simulation	NOUN
fsr-3404	189	3	of	of	ADP
fsr-3404	189	4	500	500	NUM
fsr-3404	189	5	different	different	ADJ
fsr-3404	189	6	outcomes	outcome	NOUN
fsr-3404	189	7	was	be	AUX
fsr-3404	189	8	created	create	VERB
fsr-3404	189	9	with	with	ADP
fsr-3404	189	10	a	a	DET
fsr-3404	189	11	spreadsheet	spreadsheet	NOUN
fsr-3404	189	12	macro.16	macro.16	PROPN
fsr-3404	189	13	the	the	DET
fsr-3404	189	14	results	result	NOUN
fsr-3404	189	15	are	be	AUX
fsr-3404	189	16	presented	present	VERB
fsr-3404	189	17	in	in	ADP
fsr-3404	189	18	table	table	NOUN
fsr-3404	189	19	7	7	NUM
fsr-3404	189	20	.	.	PUNCT
fsr-3404	190	1	each	each	DET
fsr-3404	190	2	row	row	NOUN
fsr-3404	190	3	in	in	ADP
fsr-3404	190	4	table	table	NOUN
fsr-3404	190	5	7	7	NUM
fsr-3404	190	6	gives	give	VERB
fsr-3404	190	7	the	the	DET
fsr-3404	190	8	results	result	NOUN
fsr-3404	190	9	of	of	ADP
fsr-3404	190	10	500	500	NUM
fsr-3404	190	11	different	different	ADJ
fsr-3404	190	12	trial	trial	NOUN
fsr-3404	190	13	runs	run	VERB
fsr-3404	190	14	with	with	ADP
fsr-3404	190	15	different	different	ADJ
fsr-3404	190	16	returns	return	NOUN
fsr-3404	190	17	in	in	ADP
fsr-3404	190	18	each	each	DET
fsr-3404	190	19	trial	trial	NOUN
fsr-3404	190	20	.	.	PUNCT
fsr-3404	191	1	table	table	NOUN
fsr-3404	191	2	7	7	NUM
fsr-3404	191	3	shows	show	VERB
fsr-3404	191	4	that	that	SCONJ
fsr-3404	191	5	using	use	VERB
fsr-3404	191	6	the	the	DET
fsr-3404	191	7	2017	2017	NUM
fsr-3404	191	8	tax	tax	NOUN
fsr-3404	191	9	rules	rule	NOUN
fsr-3404	191	10	in	in	ADP
fsr-3404	191	11	place	place	NOUN
fsr-3404	191	12	before	before	ADP
fsr-3404	191	13	the	the	DET
fsr-3404	191	14	tcja	tcja	NOUN
fsr-3404	191	15	,	,	PUNCT
fsr-3404	191	16	the	the	DET
fsr-3404	191	17	traditional	traditional	ADJ
fsr-3404	191	18	ira	ira	PROPN
fsr-3404	191	19	provided	provide	VERB
fsr-3404	191	20	higher	high	ADJ
fsr-3404	191	21	lifetime	lifetime	NOUN
fsr-3404	191	22	consumption	consumption	NOUN
fsr-3404	191	23	in	in	ADP
fsr-3404	191	24	383	383	NUM
fsr-3404	191	25	out	out	ADP
fsr-3404	191	26	of	of	ADP
fsr-3404	191	27	the	the	DET
fsr-3404	191	28	500	500	NUM
fsr-3404	191	29	trials	trial	NOUN
fsr-3404	191	30	(	(	PUNCT
fsr-3404	191	31	77	77	NUM
fsr-3404	191	32	%	%	NOUN
fsr-3404	191	33	)	)	PUNCT
fsr-3404	191	34	,	,	PUNCT
fsr-3404	191	35	with	with	ADP
fsr-3404	191	36	the	the	DET
fsr-3404	191	37	roth	roth	PROPN
fsr-3404	191	38	ira	ira	PROPN
fsr-3404	191	39	doing	do	VERB
fsr-3404	191	40	better	well	ADV
fsr-3404	191	41	in	in	ADP
fsr-3404	191	42	only	only	ADV
fsr-3404	191	43	117	117	NUM
fsr-3404	191	44	runs	run	NOUN
fsr-3404	191	45	(	(	PUNCT
fsr-3404	191	46	23	23	NUM
fsr-3404	191	47	%	%	NOUN
fsr-3404	191	48	)	)	PUNCT
fsr-3404	191	49	.	.	PUNCT
fsr-3404	192	1	the	the	DET
fsr-3404	192	2	median	median	ADJ
fsr-3404	192	3	lifetime	lifetime	NOUN
fsr-3404	192	4	consumption	consumption	NOUN
fsr-3404	192	5	from	from	ADP
fsr-3404	192	6	the	the	DET
fsr-3404	192	7	roth	roth	NOUN
fsr-3404	192	8	was	be	AUX
fsr-3404	192	9	$	$	SYM
fsr-3404	192	10	5,059,391	5,059,391	NUM
fsr-3404	192	11	whereas	whereas	SCONJ
fsr-3404	192	12	the	the	DET
fsr-3404	192	13	median	median	ADJ
fsr-3404	192	14	consumption	consumption	NOUN
fsr-3404	192	15	for	for	ADP
fsr-3404	192	16	the	the	DET
fsr-3404	192	17	traditional	traditional	ADJ
fsr-3404	192	18	ira	ira	PROPN
fsr-3404	192	19	was	be	AUX
fsr-3404	192	20	$	$	SYM
fsr-3404	192	21	5,078,552.17	5,078,552.17	NOUN
fsr-3404	192	22	the	the	DET
fsr-3404	192	23	second	second	ADJ
fsr-3404	192	24	row	row	NOUN
fsr-3404	192	25	replicates	replicate	VERB
fsr-3404	192	26	the	the	DET
fsr-3404	192	27	results	result	NOUN
fsr-3404	192	28	using	use	VERB
fsr-3404	192	29	the	the	DET
fsr-3404	192	30	same	same	ADJ
fsr-3404	192	31	inputs	input	NOUN
fsr-3404	192	32	except	except	SCONJ
fsr-3404	192	33	that	that	SCONJ
fsr-3404	192	34	the	the	DET
fsr-3404	192	35	tcja	tcja	PROPN
fsr-3404	192	36	progressive	progressive	ADJ
fsr-3404	192	37	tax	tax	NOUN
fsr-3404	192	38	rates	rate	NOUN
fsr-3404	192	39	and	and	CCONJ
fsr-3404	192	40	the	the	DET
fsr-3404	192	41	new	new	ADJ
fsr-3404	192	42	standard	standard	PROPN
fsr-3404	192	43	deduction	deduction	NOUN
fsr-3404	192	44	(	(	PUNCT
fsr-3404	192	45	with	with	ADP
fsr-3404	192	46	no	no	DET
fsr-3404	192	47	personal	personal	ADJ
fsr-3404	192	48	exemptions	exemption	NOUN
fsr-3404	192	49	)	)	PUNCT
fsr-3404	192	50	was	be	AUX
fsr-3404	192	51	used	use	VERB
fsr-3404	192	52	.	.	PUNCT
fsr-3404	193	1	in	in	ADP
fsr-3404	193	2	this	this	DET
fsr-3404	193	3	case	case	NOUN
fsr-3404	193	4	the	the	DET
fsr-3404	193	5	traditional	traditional	ADJ
fsr-3404	193	6	ira	ira	PROPN
fsr-3404	193	7	provided	provide	VERB
fsr-3404	193	8	higher	high	ADJ
fsr-3404	193	9	lifetime	lifetime	NOUN
fsr-3404	193	10	real	real	ADJ
fsr-3404	193	11	consumption	consumption	NOUN
fsr-3404	193	12	in	in	ADP
fsr-3404	193	13	361	361	NUM
fsr-3404	193	14	(	(	PUNCT
fsr-3404	193	15	72	72	NUM
fsr-3404	193	16	%	%	NOUN
fsr-3404	193	17	)	)	PUNCT
fsr-3404	193	18	out	out	ADP
fsr-3404	193	19	of	of	ADP
fsr-3404	193	20	the	the	DET
fsr-3404	193	21	500	500	NUM
fsr-3404	193	22	trials	trial	NOUN
fsr-3404	193	23	and	and	CCONJ
fsr-3404	193	24	the	the	DET
fsr-3404	193	25	roth	roth	PROPN
fsr-3404	193	26	table	table	NOUN
fsr-3404	193	27	7	7	NUM
fsr-3404	193	28	representative	representative	ADJ
fsr-3404	193	29	simulation	simulation	NOUN
fsr-3404	193	30	of	of	ADP
fsr-3404	193	31	traditional	traditional	ADJ
fsr-3404	193	32	vs.	vs.	X
fsr-3404	193	33	roth	roth	PROPN
fsr-3404	194	1	ira	ira	PROPN
fsr-3404	194	2	lifetime	lifetime	NOUN
fsr-3404	194	3	consumption	consumption	NOUN
fsr-3404	194	4	preand	preand	VERB
fsr-3404	194	5	post	post	ADJ
fsr-3404	194	6	-	-	ADJ
fsr-3404	194	7	tcja	tcja	ADJ
fsr-3404	194	8	no	no	NOUN
fsr-3404	194	9	.	.	PUNCT
fsr-3404	195	1	runs	run	VERB
fsr-3404	195	2	traditional	traditional	ADJ
fsr-3404	195	3	ira	ira	PROPN
fsr-3404	195	4	had	have	VERB
fsr-3404	195	5	higher	high	ADJ
fsr-3404	195	6	lifetime	lifetime	NOUN
fsr-3404	195	7	consumption	consumption	NOUN
fsr-3404	195	8	no	no	INTJ
fsr-3404	195	9	.	.	PUNCT
fsr-3404	196	1	runs	run	VERB
fsr-3404	196	2	roth	roth	PROPN
fsr-3404	196	3	had	have	VERB
fsr-3404	196	4	higher	high	ADJ
fsr-3404	196	5	lifetime	lifetime	NOUN
fsr-3404	196	6	consumption	consumption	NOUN
fsr-3404	196	7	median	median	NOUN
fsr-3404	196	8	lifetime	lifetime	NOUN
fsr-3404	196	9	consumption	consumption	NOUN
fsr-3404	196	10	traditional	traditional	ADJ
fsr-3404	196	11	median	median	ADJ
fsr-3404	196	12	lifetime	lifetime	NOUN
fsr-3404	196	13	consumption	consumption	NOUN
fsr-3404	196	14	roth	roth	NOUN
fsr-3404	196	15	difference	difference	NOUN
fsr-3404	196	16	in	in	ADP
fsr-3404	196	17	median	median	ADJ
fsr-3404	196	18	lifetime	lifetime	NOUN
fsr-3404	196	19	consumption	consumption	NOUN
fsr-3404	196	20	pre	pre	ADJ
fsr-3404	196	21	tcja	tcja	PROPN
fsr-3404	196	22	choice	choice	NOUN
fsr-3404	196	23	of	of	ADP
fsr-3404	196	24	ira	ira	PROPN
fsr-3404	196	25	383	383	NUM
fsr-3404	196	26	(	(	PUNCT
fsr-3404	196	27	77	77	NUM
fsr-3404	196	28	%	%	NOUN
fsr-3404	196	29	)	)	PUNCT
fsr-3404	196	30	117	117	NUM
fsr-3404	196	31	(	(	PUNCT
fsr-3404	196	32	23	23	NUM
fsr-3404	196	33	%	%	NOUN
fsr-3404	196	34	)	)	PUNCT
fsr-3404	196	35	$	$	SYM
fsr-3404	196	36	5,078,552	5,078,552	NUM
fsr-3404	196	37	$	$	SYM
fsr-3404	196	38	5,059,391	5,059,391	NUM
fsr-3404	196	39	$	$	SYM
fsr-3404	196	40	19,161	19,161	NUM
fsr-3404	196	41	post	post	NOUN
fsr-3404	196	42	tcja	tcja	ADJ
fsr-3404	196	43	choice	choice	NOUN
fsr-3404	196	44	of	of	ADP
fsr-3404	196	45	ira	ira	PROPN
fsr-3404	196	46	361	361	NUM
fsr-3404	196	47	(	(	PUNCT
fsr-3404	196	48	72	72	NUM
fsr-3404	196	49	%	%	NOUN
fsr-3404	196	50	)	)	PUNCT
fsr-3404	196	51	139	139	NUM
fsr-3404	196	52	(	(	PUNCT
fsr-3404	196	53	28	28	NUM
fsr-3404	196	54	%	%	NOUN
fsr-3404	196	55	)	)	PUNCT
fsr-3404	196	56	$	$	SYM
fsr-3404	196	57	5,049,170	5,049,170	NUM
fsr-3404	196	58	$	$	SYM
fsr-3404	196	59	5,015,551	5,015,551	NUM
fsr-3404	196	60	$	$	SYM
fsr-3404	196	61	33,619	33,619	NUM
fsr-3404	196	62	note	note	NOUN
fsr-3404	196	63	:	:	PUNCT
fsr-3404	196	64	ira	ira	PROPN
fsr-3404	196	65	�	�	PROPN
fsr-3404	196	66	individual	individual	PROPN
fsr-3404	196	67	retirement	retirement	PROPN
fsr-3404	196	68	account	account	NOUN
fsr-3404	196	69	;	;	PUNCT
fsr-3404	196	70	tcja	tcja	PROPN
fsr-3404	196	71	�	�	PROPN
fsr-3404	196	72	tax	tax	NOUN
fsr-3404	196	73	cut	cut	NOUN
fsr-3404	196	74	and	and	CCONJ
fsr-3404	196	75	jobs	job	NOUN
fsr-3404	196	76	act	act	PROPN
fsr-3404	196	77	.	.	PUNCT
fsr-3404	197	1	356	356	NUM
fsr-3404	197	2	t.	t.	NOUN
fsr-3404	197	3	manuel	manuel	NOUN
fsr-3404	197	4	et	et	PROPN
fsr-3404	197	5	al	al	PROPN
fsr-3404	197	6	.	.	PUNCT
fsr-3404	197	7	/	/	SYM
fsr-3404	197	8	financial	financial	ADJ
fsr-3404	197	9	services	service	NOUN
fsr-3404	197	10	review	review	VERB
fsr-3404	197	11	27	27	NUM
fsr-3404	197	12	(	(	PUNCT
fsr-3404	197	13	2018	2018	NUM
fsr-3404	197	14	)	)	PUNCT
fsr-3404	197	15	345	345	NUM
fsr-3404	197	16	-	-	SYM
fsr-3404	197	17	365	365	NUM
fsr-3404	197	18	provided	provide	VERB
fsr-3404	197	19	more	more	ADJ
fsr-3404	197	20	consumption	consumption	NOUN
fsr-3404	197	21	in	in	ADP
fsr-3404	197	22	139	139	NUM
fsr-3404	197	23	trial	trial	NOUN
fsr-3404	197	24	runs	run	NOUN
fsr-3404	197	25	(	(	PUNCT
fsr-3404	197	26	28%).18	28%).18	NUM
fsr-3404	197	27	the	the	DET
fsr-3404	197	28	tcja	tcja	NOUN
fsr-3404	197	29	modestly	modestly	ADV
fsr-3404	197	30	increases	increase	VERB
fsr-3404	197	31	the	the	DET
fsr-3404	197	32	median	median	ADJ
fsr-3404	197	33	lifetime	lifetime	NOUN
fsr-3404	197	34	consumption	consumption	NOUN
fsr-3404	197	35	,	,	PUNCT
fsr-3404	197	36	but	but	CCONJ
fsr-3404	197	37	the	the	DET
fsr-3404	197	38	simulation	simulation	NOUN
fsr-3404	197	39	indicates	indicate	VERB
fsr-3404	197	40	the	the	DET
fsr-3404	197	41	tcja	tcja	NOUN
fsr-3404	197	42	does	do	AUX
fsr-3404	197	43	not	not	PART
fsr-3404	197	44	have	have	VERB
fsr-3404	197	45	a	a	DET
fsr-3404	197	46	major	major	ADJ
fsr-3404	197	47	impact	impact	NOUN
fsr-3404	197	48	on	on	ADP
fsr-3404	197	49	ira	ira	PROPN
fsr-3404	197	50	choice	choice	NOUN
fsr-3404	197	51	when	when	SCONJ
fsr-3404	197	52	the	the	DET
fsr-3404	197	53	decision	decision	NOUN
fsr-3404	197	54	variable	variable	NOUN
fsr-3404	197	55	is	be	AUX
fsr-3404	197	56	lifetime	lifetime	NOUN
fsr-3404	197	57	consumption	consumption	NOUN
fsr-3404	197	58	.	.	PUNCT
fsr-3404	198	1	higher	high	ADJ
fsr-3404	198	2	rates	rate	NOUN
fsr-3404	198	3	of	of	ADP
fsr-3404	198	4	return	return	NOUN
fsr-3404	198	5	and	and	CCONJ
fsr-3404	198	6	higher	high	ADJ
fsr-3404	198	7	incomes	income	NOUN
fsr-3404	198	8	will	will	AUX
fsr-3404	198	9	increase	increase	VERB
fsr-3404	198	10	the	the	DET
fsr-3404	198	11	number	number	NOUN
fsr-3404	198	12	of	of	ADP
fsr-3404	198	13	times	time	NOUN
fsr-3404	198	14	that	that	SCONJ
fsr-3404	198	15	the	the	DET
fsr-3404	198	16	roth	roth	NOUN
fsr-3404	198	17	provides	provide	VERB
fsr-3404	198	18	more	more	ADV
fsr-3404	198	19	favorable	favorable	ADJ
fsr-3404	198	20	outcomes	outcome	NOUN
fsr-3404	198	21	.	.	PUNCT
fsr-3404	199	1	similarly	similarly	ADV
fsr-3404	199	2	if	if	SCONJ
fsr-3404	199	3	congress	congress	PROPN
fsr-3404	199	4	decides	decide	VERB
fsr-3404	199	5	to	to	PART
fsr-3404	199	6	not	not	PART
fsr-3404	199	7	increase	increase	VERB
fsr-3404	199	8	the	the	DET
fsr-3404	199	9	brackets	bracket	NOUN
fsr-3404	199	10	or	or	CCONJ
fsr-3404	199	11	the	the	DET
fsr-3404	199	12	standard	standard	ADJ
fsr-3404	199	13	deduction	deduction	NOUN
fsr-3404	199	14	with	with	ADP
fsr-3404	199	15	inflation	inflation	NOUN
fsr-3404	199	16	,	,	PUNCT
fsr-3404	199	17	then	then	ADV
fsr-3404	199	18	the	the	DET
fsr-3404	199	19	roth	roth	PROPN
fsr-3404	199	20	ira	ira	PROPN
fsr-3404	199	21	will	will	AUX
fsr-3404	199	22	provide	provide	VERB
fsr-3404	199	23	better	well	ADJ
fsr-3404	199	24	outcomes	outcome	NOUN
fsr-3404	199	25	in	in	ADP
fsr-3404	199	26	the	the	DET
fsr-3404	199	27	large	large	ADJ
fsr-3404	199	28	majority	majority	NOUN
fsr-3404	199	29	of	of	ADP
fsr-3404	199	30	simulation	simulation	NOUN
fsr-3404	199	31	runs	run	VERB
fsr-3404	199	32	because	because	SCONJ
fsr-3404	199	33	the	the	DET
fsr-3404	199	34	retirement	retirement	NOUN
fsr-3404	199	35	tax	tax	NOUN
fsr-3404	199	36	liability	liability	NOUN
fsr-3404	199	37	is	be	AUX
fsr-3404	199	38	then	then	ADV
fsr-3404	199	39	much	much	ADV
fsr-3404	199	40	greater	great	ADJ
fsr-3404	199	41	for	for	ADP
fsr-3404	199	42	the	the	DET
fsr-3404	199	43	traditional	traditional	ADJ
fsr-3404	199	44	ira	ira	PROPN
fsr-3404	199	45	.	.	PUNCT
fsr-3404	200	1	calculations	calculation	NOUN
fsr-3404	200	2	for	for	ADP
fsr-3404	200	3	the	the	DET
fsr-3404	200	4	scenario	scenario	NOUN
fsr-3404	200	5	outputs	output	NOUN
fsr-3404	200	6	shown	show	VERB
fsr-3404	200	7	below	below	ADV
fsr-3404	200	8	are	be	AUX
fsr-3404	200	9	provided	provide	VERB
fsr-3404	200	10	in	in	ADP
fsr-3404	200	11	the	the	DET
fsr-3404	200	12	appendix	appendix	NOUN
fsr-3404	200	13	.	.	PUNCT
fsr-3404	201	1	in	in	ADP
fsr-3404	201	2	the	the	DET
fsr-3404	201	3	majority	majority	NOUN
fsr-3404	201	4	of	of	ADP
fsr-3404	201	5	cases	case	NOUN
fsr-3404	201	6	the	the	DET
fsr-3404	201	7	traditional	traditional	ADJ
fsr-3404	201	8	ira	ira	PROPN
fsr-3404	201	9	provided	provide	VERB
fsr-3404	201	10	higher	high	ADJ
fsr-3404	201	11	median	median	ADJ
fsr-3404	201	12	lifetime	lifetime	NOUN
fsr-3404	201	13	consumption	consumption	NOUN
fsr-3404	201	14	than	than	ADP
fsr-3404	201	15	the	the	DET
fsr-3404	201	16	roth	roth	PROPN
fsr-3404	202	1	ira	ira	PROPN
fsr-3404	202	2	preand	preand	VERB
fsr-3404	202	3	post	post	ADJ
fsr-3404	202	4	-	-	ADJ
fsr-3404	202	5	tcja	tcja	ADJ
fsr-3404	202	6	.	.	PUNCT
fsr-3404	203	1	for	for	ADP
fsr-3404	203	2	moderate	moderate	ADJ
fsr-3404	203	3	income	income	NOUN
fsr-3404	203	4	individuals	individual	NOUN
fsr-3404	203	5	where	where	SCONJ
fsr-3404	203	6	current	current	ADJ
fsr-3404	203	7	spending	spending	NOUN
fsr-3404	203	8	is	be	AUX
fsr-3404	203	9	a	a	DET
fsr-3404	203	10	primary	primary	ADJ
fsr-3404	203	11	concern	concern	NOUN
fsr-3404	203	12	as	as	ADV
fsr-3404	203	13	much	much	ADV
fsr-3404	203	14	as	as	ADP
fsr-3404	203	15	funding	funding	NOUN
fsr-3404	203	16	retirement	retirement	NOUN
fsr-3404	203	17	,	,	PUNCT
fsr-3404	203	18	the	the	DET
fsr-3404	203	19	traditional	traditional	ADJ
fsr-3404	203	20	ira	ira	PROPN
fsr-3404	203	21	can	can	AUX
fsr-3404	203	22	be	be	AUX
fsr-3404	203	23	the	the	DET
fsr-3404	203	24	better	well	ADJ
fsr-3404	203	25	choice	choice	NOUN
fsr-3404	203	26	.	.	PUNCT
fsr-3404	204	1	higher	high	ADJ
fsr-3404	204	2	levels	level	NOUN
fsr-3404	204	3	of	of	ADP
fsr-3404	204	4	starting	start	VERB
fsr-3404	204	5	income	income	NOUN
fsr-3404	204	6	imply	imply	VERB
fsr-3404	204	7	a	a	DET
fsr-3404	204	8	higher	high	ADJ
fsr-3404	204	9	tax	tax	NOUN
fsr-3404	204	10	burden	burden	NOUN
fsr-3404	204	11	in	in	ADP
fsr-3404	204	12	retirement	retirement	NOUN
fsr-3404	204	13	and	and	CCONJ
fsr-3404	204	14	favor	favor	VERB
fsr-3404	204	15	the	the	DET
fsr-3404	204	16	roth	roth	PROPN
fsr-3404	204	17	ira	ira	PROPN
fsr-3404	204	18	.	.	PROPN
fsr-3404	205	1	4	4	NUM
fsr-3404	205	2	.	.	PUNCT
fsr-3404	205	3	conclusions	conclusion	NOUN
fsr-3404	205	4	the	the	DET
fsr-3404	205	5	impact	impact	NOUN
fsr-3404	205	6	of	of	ADP
fsr-3404	205	7	the	the	DET
fsr-3404	205	8	new	new	ADJ
fsr-3404	205	9	lower	low	ADJ
fsr-3404	205	10	rates	rate	NOUN
fsr-3404	205	11	in	in	ADP
fsr-3404	205	12	the	the	DET
fsr-3404	205	13	tcja	tcja	NOUN
fsr-3404	205	14	should	should	AUX
fsr-3404	205	15	make	make	VERB
fsr-3404	205	16	the	the	DET
fsr-3404	205	17	traditional	traditional	ADJ
fsr-3404	205	18	ira	ira	PROPN
fsr-3404	205	19	more	more	ADV
fsr-3404	205	20	attractive	attractive	ADJ
fsr-3404	205	21	for	for	ADP
fsr-3404	205	22	moderate	moderate	ADJ
fsr-3404	205	23	income	income	NOUN
fsr-3404	205	24	investors	investor	NOUN
fsr-3404	205	25	who	who	PRON
fsr-3404	205	26	invest	invest	VERB
fsr-3404	205	27	the	the	DET
fsr-3404	205	28	tax	tax	NOUN
fsr-3404	205	29	deduction	deduction	NOUN
fsr-3404	205	30	.	.	PUNCT
fsr-3404	206	1	the	the	DET
fsr-3404	206	2	impact	impact	NOUN
fsr-3404	206	3	of	of	ADP
fsr-3404	206	4	the	the	DET
fsr-3404	206	5	tax	tax	NOUN
fsr-3404	206	6	law	law	NOUN
fsr-3404	206	7	is	be	AUX
fsr-3404	206	8	to	to	PART
fsr-3404	206	9	raise	raise	VERB
fsr-3404	206	10	the	the	DET
fsr-3404	206	11	breakeven	breakeven	ADJ
fsr-3404	206	12	rates	rate	NOUN
fsr-3404	206	13	of	of	ADP
fsr-3404	206	14	return	return	NOUN
fsr-3404	206	15	where	where	SCONJ
fsr-3404	206	16	the	the	DET
fsr-3404	206	17	roth	roth	PROPN
fsr-3404	206	18	ira	ira	PROPN
fsr-3404	206	19	becomes	become	VERB
fsr-3404	206	20	the	the	DET
fsr-3404	206	21	better	well	ADJ
fsr-3404	206	22	alternative	alternative	NOUN
fsr-3404	206	23	in	in	ADP
fsr-3404	206	24	terms	term	NOUN
fsr-3404	206	25	of	of	ADP
fsr-3404	206	26	future	future	ADJ
fsr-3404	206	27	value	value	NOUN
fsr-3404	206	28	for	for	ADP
fsr-3404	206	29	many	many	ADJ
fsr-3404	206	30	investors	investor	NOUN
fsr-3404	206	31	who	who	PRON
fsr-3404	206	32	may	may	AUX
fsr-3404	206	33	be	be	AUX
fsr-3404	206	34	in	in	ADP
fsr-3404	206	35	the	the	DET
fsr-3404	206	36	22	22	NUM
fsr-3404	206	37	%	%	NOUN
fsr-3404	206	38	tax	tax	NOUN
fsr-3404	206	39	bracket	bracket	NOUN
fsr-3404	206	40	in	in	ADP
fsr-3404	206	41	their	their	PRON
fsr-3404	206	42	working	working	NOUN
fsr-3404	206	43	years	year	NOUN
fsr-3404	206	44	and	and	CCONJ
fsr-3404	206	45	in	in	ADP
fsr-3404	206	46	the	the	DET
fsr-3404	206	47	12	12	NUM
fsr-3404	206	48	%	%	NOUN
fsr-3404	206	49	tax	tax	NOUN
fsr-3404	206	50	bracket	bracket	NOUN
fsr-3404	206	51	in	in	ADP
fsr-3404	206	52	retirement	retirement	NOUN
fsr-3404	206	53	.	.	PUNCT
fsr-3404	207	1	this	this	PRON
fsr-3404	207	2	is	be	AUX
fsr-3404	207	3	likely	likely	ADJ
fsr-3404	207	4	to	to	PART
fsr-3404	207	5	include	include	VERB
fsr-3404	207	6	a	a	DET
fsr-3404	207	7	large	large	ADJ
fsr-3404	207	8	number	number	NOUN
fsr-3404	207	9	of	of	ADP
fsr-3404	207	10	investors	investor	NOUN
fsr-3404	207	11	.	.	PUNCT
fsr-3404	208	1	depending	depend	VERB
fsr-3404	208	2	on	on	ADP
fsr-3404	208	3	the	the	DET
fsr-3404	208	4	length	length	NOUN
fsr-3404	208	5	of	of	ADP
fsr-3404	208	6	the	the	DET
fsr-3404	208	7	contribution	contribution	NOUN
fsr-3404	208	8	period	period	NOUN
fsr-3404	208	9	,	,	PUNCT
fsr-3404	208	10	the	the	DET
fsr-3404	208	11	breakeven	breakeven	ADJ
fsr-3404	208	12	rate	rate	NOUN
fsr-3404	208	13	of	of	ADP
fsr-3404	208	14	return	return	NOUN
fsr-3404	208	15	is	be	AUX
fsr-3404	208	16	increased	increase	VERB
fsr-3404	208	17	by	by	ADP
fsr-3404	208	18	between	between	ADP
fsr-3404	208	19	2	2	NUM
fsr-3404	208	20	%	%	NOUN
fsr-3404	208	21	to	to	ADP
fsr-3404	208	22	as	as	ADV
fsr-3404	208	23	much	much	ADJ
fsr-3404	208	24	as	as	ADP
fsr-3404	208	25	6.5	6.5	NUM
fsr-3404	208	26	%	%	NOUN
fsr-3404	208	27	for	for	ADP
fsr-3404	208	28	individuals	individual	NOUN
fsr-3404	208	29	who	who	PRON
fsr-3404	208	30	invest	invest	VERB
fsr-3404	208	31	the	the	DET
fsr-3404	208	32	tax	tax	NOUN
fsr-3404	208	33	savings	saving	NOUN
fsr-3404	208	34	from	from	ADP
fsr-3404	208	35	their	their	PRON
fsr-3404	208	36	traditional	traditional	ADJ
fsr-3404	208	37	iras	ira	NOUN
fsr-3404	208	38	.	.	PUNCT
fsr-3404	209	1	there	there	PRON
fsr-3404	209	2	are	be	VERB
fsr-3404	209	3	only	only	ADV
fsr-3404	209	4	small	small	ADJ
fsr-3404	209	5	changes	change	NOUN
fsr-3404	209	6	in	in	ADP
fsr-3404	209	7	breakeven	breakeven	NOUN
fsr-3404	209	8	for	for	ADP
fsr-3404	209	9	investors	investor	NOUN
fsr-3404	209	10	who	who	PRON
fsr-3404	209	11	do	do	AUX
fsr-3404	209	12	not	not	PART
fsr-3404	209	13	invest	invest	VERB
fsr-3404	209	14	the	the	DET
fsr-3404	209	15	difference	difference	NOUN
fsr-3404	209	16	and	and	CCONJ
fsr-3404	209	17	are	be	AUX
fsr-3404	209	18	looking	look	VERB
fsr-3404	209	19	to	to	PART
fsr-3404	209	20	maximize	maximize	VERB
fsr-3404	209	21	retirement	retirement	NOUN
fsr-3404	209	22	income	income	NOUN
fsr-3404	209	23	.	.	PUNCT
fsr-3404	210	1	individuals	individual	NOUN
fsr-3404	210	2	of	of	ADP
fsr-3404	210	3	modest	modest	ADJ
fsr-3404	210	4	income	income	NOUN
fsr-3404	210	5	who	who	PRON
fsr-3404	210	6	are	be	AUX
fsr-3404	210	7	seeking	seek	VERB
fsr-3404	210	8	to	to	PART
fsr-3404	210	9	maximize	maximize	VERB
fsr-3404	210	10	their	their	PRON
fsr-3404	210	11	lifetime	lifetime	NOUN
fsr-3404	210	12	consumption	consumption	NOUN
fsr-3404	210	13	,	,	PUNCT
fsr-3404	210	14	however	however	ADV
fsr-3404	210	15	,	,	PUNCT
fsr-3404	210	16	may	may	AUX
fsr-3404	210	17	still	still	ADV
fsr-3404	210	18	prefer	prefer	VERB
fsr-3404	210	19	the	the	DET
fsr-3404	210	20	traditional	traditional	ADJ
fsr-3404	210	21	ira	ira	PROPN
fsr-3404	210	22	to	to	ADP
fsr-3404	210	23	the	the	DET
fsr-3404	210	24	roth	roth	PROPN
fsr-3404	210	25	.	.	PUNCT
fsr-3404	211	1	simulations	simulation	NOUN
fsr-3404	211	2	with	with	ADP
fsr-3404	211	3	reasonably	reasonably	ADV
fsr-3404	211	4	realistic	realistic	ADJ
fsr-3404	211	5	investment	investment	NOUN
fsr-3404	211	6	strategies	strategy	NOUN
fsr-3404	211	7	that	that	PRON
fsr-3404	211	8	reduce	reduce	VERB
fsr-3404	211	9	risk	risk	NOUN
fsr-3404	211	10	as	as	ADP
fsr-3404	211	11	the	the	DET
fsr-3404	211	12	investor	investor	NOUN
fsr-3404	211	13	ages	age	NOUN
fsr-3404	211	14	and	and	CCONJ
fsr-3404	211	15	incorporate	incorporate	VERB
fsr-3404	211	16	the	the	DET
fsr-3404	211	17	new	new	ADJ
fsr-3404	211	18	tax	tax	NOUN
fsr-3404	211	19	brackets	bracket	NOUN
fsr-3404	211	20	and	and	CCONJ
fsr-3404	211	21	standard	standard	ADJ
fsr-3404	211	22	deduction	deduction	NOUN
fsr-3404	211	23	indicate	indicate	VERB
fsr-3404	211	24	that	that	SCONJ
fsr-3404	211	25	in	in	ADP
fsr-3404	211	26	many	many	ADJ
fsr-3404	211	27	cases	case	NOUN
fsr-3404	211	28	the	the	DET
fsr-3404	211	29	traditional	traditional	ADJ
fsr-3404	211	30	ira	ira	PROPN
fsr-3404	211	31	provides	provide	VERB
fsr-3404	211	32	greater	great	ADJ
fsr-3404	211	33	median	median	ADJ
fsr-3404	211	34	lifetime	lifetime	NOUN
fsr-3404	211	35	consumption	consumption	NOUN
fsr-3404	211	36	than	than	ADP
fsr-3404	211	37	the	the	DET
fsr-3404	211	38	roth	roth	NOUN
fsr-3404	211	39	.	.	PUNCT
fsr-3404	212	1	this	this	DET
fsr-3404	212	2	result	result	NOUN
fsr-3404	212	3	does	do	AUX
fsr-3404	212	4	not	not	PART
fsr-3404	212	5	hold	hold	VERB
fsr-3404	212	6	in	in	ADP
fsr-3404	212	7	simulations	simulation	NOUN
fsr-3404	212	8	where	where	SCONJ
fsr-3404	212	9	tax	tax	NOUN
fsr-3404	212	10	brackets	bracket	NOUN
fsr-3404	212	11	are	be	AUX
fsr-3404	212	12	not	not	PART
fsr-3404	212	13	indexed	index	VERB
fsr-3404	212	14	and/or	and/or	CCONJ
fsr-3404	212	15	when	when	SCONJ
fsr-3404	212	16	the	the	DET
fsr-3404	212	17	standard	standard	ADJ
fsr-3404	212	18	deduction	deduction	NOUN
fsr-3404	212	19	is	be	AUX
fsr-3404	212	20	not	not	PART
fsr-3404	212	21	increased	increase	VERB
fsr-3404	212	22	by	by	ADP
fsr-3404	212	23	inflation	inflation	NOUN
fsr-3404	212	24	,	,	PUNCT
fsr-3404	212	25	so	so	CCONJ
fsr-3404	212	26	future	future	ADJ
fsr-3404	212	27	tax	tax	NOUN
fsr-3404	212	28	rules	rule	NOUN
fsr-3404	212	29	are	be	AUX
fsr-3404	212	30	critical	critical	ADJ
fsr-3404	212	31	in	in	ADP
fsr-3404	212	32	the	the	DET
fsr-3404	212	33	choice	choice	NOUN
fsr-3404	212	34	of	of	ADP
fsr-3404	212	35	ira	ira	PROPN
fsr-3404	212	36	.	.	PUNCT
fsr-3404	213	1	finally	finally	ADV
fsr-3404	213	2	,	,	PUNCT
fsr-3404	213	3	investors	investor	NOUN
fsr-3404	213	4	and	and	CCONJ
fsr-3404	213	5	planners	planner	NOUN
fsr-3404	213	6	should	should	AUX
fsr-3404	213	7	be	be	AUX
fsr-3404	213	8	aware	aware	ADJ
fsr-3404	213	9	that	that	SCONJ
fsr-3404	213	10	many	many	ADJ
fsr-3404	213	11	variables	variable	NOUN
fsr-3404	213	12	should	should	AUX
fsr-3404	213	13	be	be	AUX
fsr-3404	213	14	considered	consider	VERB
fsr-3404	213	15	in	in	ADP
fsr-3404	213	16	the	the	DET
fsr-3404	213	17	choice	choice	NOUN
fsr-3404	213	18	of	of	ADP
fsr-3404	213	19	ira	ira	PROPN
fsr-3404	213	20	,	,	PUNCT
fsr-3404	213	21	and	and	CCONJ
fsr-3404	213	22	analyzing	analyze	VERB
fsr-3404	213	23	after	after	SCONJ
fsr-3404	213	24	tax	tax	NOUN
fsr-3404	213	25	returns	return	NOUN
fsr-3404	213	26	is	be	AUX
fsr-3404	213	27	not	not	PART
fsr-3404	213	28	sufficient	sufficient	ADJ
fsr-3404	213	29	to	to	PART
fsr-3404	213	30	fully	fully	ADV
fsr-3404	213	31	inform	inform	VERB
fsr-3404	213	32	the	the	DET
fsr-3404	213	33	decision	decision	NOUN
fsr-3404	213	34	.	.	PUNCT
fsr-3404	214	1	behavioral	behavioral	ADJ
fsr-3404	214	2	characteristics	characteristic	NOUN
fsr-3404	214	3	such	such	ADJ
fsr-3404	214	4	as	as	ADP
fsr-3404	214	5	whether	whether	SCONJ
fsr-3404	214	6	the	the	DET
fsr-3404	214	7	tax	tax	NOUN
fsr-3404	214	8	savings	saving	NOUN
fsr-3404	214	9	will	will	AUX
fsr-3404	214	10	be	be	AUX
fsr-3404	214	11	invested	invest	VERB
fsr-3404	214	12	,	,	PUNCT
fsr-3404	214	13	the	the	DET
fsr-3404	214	14	investor	investor	NOUN
fsr-3404	214	15	’s	’s	PART
fsr-3404	214	16	risk	risk	NOUN
fsr-3404	214	17	tolerance	tolerance	NOUN
fsr-3404	214	18	,	,	PUNCT
fsr-3404	214	19	their	their	PRON
fsr-3404	214	20	desire	desire	NOUN
fsr-3404	214	21	to	to	PART
fsr-3404	214	22	fund	fund	VERB
fsr-3404	214	23	working	working	ADJ
fsr-3404	214	24	years	year	NOUN
fsr-3404	214	25	’	'	PUNCT
fsr-3404	214	26	consumption	consumption	NOUN
fsr-3404	214	27	versus	versus	ADP
fsr-3404	214	28	retirement	retirement	NOUN
fsr-3404	214	29	consumption	consumption	NOUN
fsr-3404	214	30	,	,	PUNCT
fsr-3404	214	31	expected	expect	VERB
fsr-3404	214	32	market	market	NOUN
fsr-3404	214	33	returns	return	NOUN
fsr-3404	214	34	and	and	CCONJ
fsr-3404	214	35	the	the	DET
fsr-3404	214	36	investor	investor	NOUN
fsr-3404	214	37	’s	’s	PART
fsr-3404	214	38	willingness	willingness	NOUN
fsr-3404	214	39	and	and	CCONJ
fsr-3404	214	40	ability	ability	NOUN
fsr-3404	214	41	to	to	PART
fsr-3404	214	42	engage	engage	VERB
fsr-3404	214	43	in	in	ADP
fsr-3404	214	44	tax	tax	NOUN
fsr-3404	214	45	management	management	NOUN
fsr-3404	214	46	strategies	strategy	NOUN
fsr-3404	214	47	should	should	AUX
fsr-3404	214	48	be	be	AUX
fsr-3404	214	49	considered	consider	VERB
fsr-3404	214	50	in	in	ADP
fsr-3404	214	51	the	the	DET
fsr-3404	214	52	choice	choice	NOUN
fsr-3404	214	53	(	(	PUNCT
fsr-3404	214	54	horan	horan	ADJ
fsr-3404	214	55	,	,	PUNCT
fsr-3404	214	56	2006	2006	NUM
fsr-3404	214	57	)	)	PUNCT
fsr-3404	214	58	.	.	PUNCT
fsr-3404	215	1	if	if	SCONJ
fsr-3404	215	2	investors	investor	NOUN
fsr-3404	215	3	(	(	PUNCT
fsr-3404	215	4	or	or	CCONJ
fsr-3404	215	5	their	their	PRON
fsr-3404	215	6	planners	planner	NOUN
fsr-3404	215	7	)	)	PUNCT
fsr-3404	215	8	are	be	AUX
fsr-3404	215	9	willing	willing	ADJ
fsr-3404	215	10	to	to	PART
fsr-3404	215	11	engage	engage	VERB
fsr-3404	215	12	in	in	ADP
fsr-3404	215	13	tax	tax	NOUN
fsr-3404	215	14	management	management	NOUN
fsr-3404	215	15	strategies	strategy	NOUN
fsr-3404	215	16	then	then	ADV
fsr-3404	215	17	having	have	VERB
fsr-3404	215	18	both	both	PRON
fsr-3404	215	19	may	may	AUX
fsr-3404	215	20	be	be	AUX
fsr-3404	215	21	optimal	optimal	ADJ
fsr-3404	215	22	;	;	PUNCT
fsr-3404	215	23	nevertheless	nevertheless	ADV
fsr-3404	215	24	,	,	PUNCT
fsr-3404	215	25	the	the	DET
fsr-3404	215	26	traditional	traditional	ADJ
fsr-3404	215	27	ira	ira	PROPN
fsr-3404	215	28	remains	remain	VERB
fsr-3404	215	29	a	a	DET
fsr-3404	215	30	good	good	ADJ
fsr-3404	215	31	choice	choice	NOUN
fsr-3404	215	32	for	for	ADP
fsr-3404	215	33	many	many	ADJ
fsr-3404	215	34	investors	investor	NOUN
fsr-3404	215	35	.	.	PUNCT
fsr-3404	216	1	357	357	NUM
fsr-3404	216	2	t.	t.	NOUN
fsr-3404	216	3	manuel	manuel	NOUN
fsr-3404	216	4	et	et	PROPN
fsr-3404	216	5	al	al	PROPN
fsr-3404	216	6	.	.	PUNCT
fsr-3404	216	7	/	/	SYM
fsr-3404	216	8	financial	financial	ADJ
fsr-3404	216	9	services	service	NOUN
fsr-3404	216	10	review	review	VERB
fsr-3404	216	11	27	27	NUM
fsr-3404	216	12	(	(	PUNCT
fsr-3404	216	13	2018	2018	NUM
fsr-3404	216	14	)	)	PUNCT
fsr-3404	216	15	345	345	NUM
fsr-3404	216	16	-	-	SYM
fsr-3404	216	17	365	365	NUM
fsr-3404	216	18	notes	note	NOUN
fsr-3404	216	19	1	1	NUM
fsr-3404	216	20	for	for	ADP
fsr-3404	216	21	the	the	DET
fsr-3404	216	22	2018	2018	NUM
fsr-3404	216	23	tax	tax	NOUN
fsr-3404	216	24	year	year	NOUN
fsr-3404	216	25	a	a	DET
fsr-3404	216	26	moderate	moderate	ADJ
fsr-3404	216	27	income	income	NOUN
fsr-3404	216	28	investor	investor	NOUN
fsr-3404	216	29	that	that	PRON
fsr-3404	216	30	is	be	AUX
fsr-3404	216	31	married	marry	VERB
fsr-3404	216	32	and	and	CCONJ
fsr-3404	216	33	is	be	AUX
fsr-3404	216	34	filing	file	VERB
fsr-3404	216	35	jointly	jointly	ADV
fsr-3404	216	36	must	must	AUX
fsr-3404	216	37	have	have	AUX
fsr-3404	216	38	modified	modify	VERB
fsr-3404	216	39	adjusted	adjust	VERB
fsr-3404	216	40	gross	gross	ADJ
fsr-3404	216	41	income	income	NOUN
fsr-3404	216	42	(	(	PUNCT
fsr-3404	216	43	magi	magi	NOUN
fsr-3404	216	44	)	)	PUNCT
fsr-3404	216	45	over	over	ADP
fsr-3404	216	46	$	$	SYM
fsr-3404	216	47	77,401	77,401	NUM
fsr-3404	216	48	according	accord	VERB
fsr-3404	216	49	to	to	ADP
fsr-3404	216	50	the	the	DET
fsr-3404	216	51	irs	irs	PROPN
fsr-3404	216	52	.	.	PROPN
fsr-3404	216	53	2	2	NUM
fsr-3404	216	54	in	in	ADP
fsr-3404	216	55	reality	reality	NOUN
fsr-3404	216	56	many	many	ADJ
fsr-3404	216	57	factors	factor	NOUN
fsr-3404	216	58	other	other	ADJ
fsr-3404	216	59	than	than	ADP
fsr-3404	216	60	future	future	ADJ
fsr-3404	216	61	value	value	NOUN
fsr-3404	216	62	or	or	CCONJ
fsr-3404	216	63	consumption	consumption	NOUN
fsr-3404	216	64	can	can	AUX
fsr-3404	216	65	affect	affect	VERB
fsr-3404	216	66	the	the	DET
fsr-3404	216	67	optimal	optimal	ADJ
fsr-3404	216	68	ira	ira	PROPN
fsr-3404	216	69	type	type	NOUN
fsr-3404	216	70	as	as	SCONJ
fsr-3404	216	71	discussed	discuss	VERB
fsr-3404	216	72	below	below	ADV
fsr-3404	216	73	.	.	PUNCT
fsr-3404	217	1	beshears	beshear	NOUN
fsr-3404	217	2	et	et	PROPN
fsr-3404	217	3	al	al	PROPN
fsr-3404	217	4	.	.	PROPN
fsr-3404	218	1	(	(	PUNCT
fsr-3404	218	2	2017	2017	NUM
fsr-3404	218	3	)	)	PUNCT
fsr-3404	218	4	indicate	indicate	VERB
fsr-3404	218	5	that	that	SCONJ
fsr-3404	218	6	factors	factor	NOUN
fsr-3404	218	7	other	other	ADJ
fsr-3404	218	8	than	than	ADP
fsr-3404	218	9	future	future	ADJ
fsr-3404	218	10	value	value	NOUN
fsr-3404	218	11	should	should	AUX
fsr-3404	218	12	be	be	AUX
fsr-3404	218	13	considered	consider	VERB
fsr-3404	218	14	in	in	ADP
fsr-3404	218	15	the	the	DET
fsr-3404	218	16	choice	choice	NOUN
fsr-3404	218	17	of	of	ADP
fsr-3404	218	18	ira	ira	PROPN
fsr-3404	218	19	type	type	NOUN
fsr-3404	218	20	.	.	PUNCT
fsr-3404	219	1	3	3	NUM
fsr-3404	219	2	there	there	PRON
fsr-3404	219	3	are	be	VERB
fsr-3404	219	4	several	several	ADJ
fsr-3404	219	5	“	"	PUNCT
fsr-3404	219	6	personal	personal	ADJ
fsr-3404	219	7	hardship	hardship	NOUN
fsr-3404	219	8	”	"	PUNCT
fsr-3404	219	9	and	and	CCONJ
fsr-3404	219	10	other	other	ADJ
fsr-3404	219	11	exemptions	exemption	NOUN
fsr-3404	219	12	that	that	PRON
fsr-3404	219	13	allow	allow	VERB
fsr-3404	219	14	an	an	DET
fsr-3404	219	15	investor	investor	NOUN
fsr-3404	219	16	to	to	PART
fsr-3404	219	17	withdraw	withdraw	VERB
fsr-3404	219	18	money	money	NOUN
fsr-3404	219	19	before	before	ADP
fsr-3404	219	20	age	age	NOUN
fsr-3404	219	21	591⁄2	591⁄2	NOUN
fsr-3404	219	22	without	without	ADP
fsr-3404	219	23	facing	face	VERB
fsr-3404	219	24	a	a	DET
fsr-3404	219	25	tax	tax	NOUN
fsr-3404	219	26	penalty	penalty	NOUN
fsr-3404	219	27	.	.	PUNCT
fsr-3404	220	1	nevertheless	nevertheless	ADV
fsr-3404	220	2	,	,	PUNCT
fsr-3404	220	3	it	it	PRON
fsr-3404	220	4	is	be	AUX
fsr-3404	220	5	generally	generally	ADV
fsr-3404	220	6	not	not	PART
fsr-3404	220	7	a	a	DET
fsr-3404	220	8	good	good	ADJ
fsr-3404	220	9	idea	idea	NOUN
fsr-3404	220	10	to	to	PART
fsr-3404	220	11	withdraw	withdraw	VERB
fsr-3404	220	12	funds	fund	NOUN
fsr-3404	220	13	invested	invest	VERB
fsr-3404	220	14	for	for	ADP
fsr-3404	220	15	retirement	retirement	NOUN
fsr-3404	220	16	unless	unless	SCONJ
fsr-3404	220	17	absolutely	absolutely	ADV
fsr-3404	220	18	necessary	necessary	ADJ
fsr-3404	220	19	.	.	PUNCT
fsr-3404	221	1	4	4	NUM
fsr-3404	221	2	the	the	DET
fsr-3404	221	3	cbo	cbo	PROPN
fsr-3404	221	4	estimates	estimate	VERB
fsr-3404	221	5	the	the	DET
fsr-3404	221	6	chained	chain	VERB
fsr-3404	221	7	cpi	cpi	NOUN
fsr-3404	221	8	(	(	PUNCT
fsr-3404	221	9	c	c	NOUN
fsr-3404	221	10	-	-	PUNCT
fsr-3404	221	11	cpi	cpi	NOUN
fsr-3404	221	12	-	-	PUNCT
fsr-3404	221	13	u	u	NOUN
fsr-3404	221	14	)	)	PUNCT
fsr-3404	221	15	results	result	NOUN
fsr-3404	221	16	in	in	ADP
fsr-3404	221	17	about	about	ADV
fsr-3404	221	18	a	a	DET
fsr-3404	221	19	0.25	0.25	NUM
fsr-3404	221	20	%	%	NOUN
fsr-3404	221	21	lower	low	ADJ
fsr-3404	221	22	average	average	ADJ
fsr-3404	221	23	inflation	inflation	NOUN
fsr-3404	221	24	rate	rate	NOUN
fsr-3404	221	25	than	than	ADP
fsr-3404	221	26	the	the	DET
fsr-3404	221	27	cpi	cpi	PROPN
fsr-3404	221	28	.	.	PUNCT
fsr-3404	222	1	the	the	DET
fsr-3404	222	2	chained	chain	VERB
fsr-3404	222	3	version	version	NOUN
fsr-3404	222	4	is	be	AUX
fsr-3404	222	5	thought	think	VERB
fsr-3404	222	6	to	to	PART
fsr-3404	222	7	be	be	AUX
fsr-3404	222	8	more	more	ADV
fsr-3404	222	9	accurate	accurate	ADJ
fsr-3404	222	10	because	because	SCONJ
fsr-3404	222	11	it	it	PRON
fsr-3404	222	12	allows	allow	VERB
fsr-3404	222	13	for	for	ADP
fsr-3404	222	14	substitutions	substitution	NOUN
fsr-3404	222	15	to	to	PART
fsr-3404	222	16	lower	lower	VERB
fsr-3404	222	17	cost	cost	NOUN
fsr-3404	222	18	items	item	NOUN
fsr-3404	222	19	as	as	SCONJ
fsr-3404	222	20	relative	relative	ADJ
fsr-3404	222	21	prices	price	NOUN
fsr-3404	222	22	change	change	VERB
fsr-3404	222	23	and	and	CCONJ
fsr-3404	222	24	corrects	correct	NOUN
fsr-3404	222	25	for	for	ADP
fsr-3404	222	26	a	a	DET
fsr-3404	222	27	small	small	ADJ
fsr-3404	222	28	size	size	NOUN
fsr-3404	222	29	sampling	sample	VERB
fsr-3404	222	30	bias	bias	NOUN
fsr-3404	222	31	whereas	whereas	SCONJ
fsr-3404	222	32	the	the	DET
fsr-3404	222	33	traditional	traditional	ADJ
fsr-3404	222	34	cpi	cpi	NOUN
fsr-3404	222	35	measure	measure	NOUN
fsr-3404	222	36	does	do	VERB
fsr-3404	222	37	not	not	PART
fsr-3404	222	38	.	.	PUNCT
fsr-3404	223	1	for	for	ADP
fsr-3404	223	2	more	more	ADJ
fsr-3404	223	3	detail	detail	NOUN
fsr-3404	223	4	see	see	VERB
fsr-3404	223	5	cbo	cbo	PROPN
fsr-3404	223	6	’s	’s	PART
fsr-3404	223	7	projections	projection	NOUN
fsr-3404	223	8	of	of	ADP
fsr-3404	223	9	demographic	demographic	ADJ
fsr-3404	223	10	and	and	CCONJ
fsr-3404	223	11	economic	economic	ADJ
fsr-3404	223	12	trends	trend	NOUN
fsr-3404	223	13	found	find	VERB
fsr-3404	223	14	at	at	ADP
fsr-3404	223	15	https://www.cbo.gov/system/files?file�2018-06/53919-2018ltbo-appendixa.pdf	https://www.cbo.gov/system/files?file�2018-06/53919-2018ltbo-appendixa.pdf	PRON
fsr-3404	223	16	.	.	PUNCT
fsr-3404	223	17	5	5	NUM
fsr-3404	223	18	a	a	DET
fsr-3404	223	19	phase	phase	NOUN
fsr-3404	223	20	-	-	PUNCT
fsr-3404	223	21	out	out	NOUN
fsr-3404	223	22	of	of	ADP
fsr-3404	223	23	the	the	DET
fsr-3404	223	24	amount	amount	NOUN
fsr-3404	223	25	contributed	contribute	VERB
fsr-3404	223	26	applies	apply	VERB
fsr-3404	223	27	for	for	ADP
fsr-3404	223	28	lower	low	ADJ
fsr-3404	223	29	income	income	NOUN
fsr-3404	223	30	limits	limit	NOUN
fsr-3404	223	31	regardless	regardless	ADV
fsr-3404	223	32	of	of	ADP
fsr-3404	223	33	filing	file	VERB
fsr-3404	223	34	status	status	NOUN
fsr-3404	223	35	.	.	PUNCT
fsr-3404	224	1	an	an	DET
fsr-3404	224	2	investor	investor	NOUN
fsr-3404	224	3	can	can	AUX
fsr-3404	224	4	still	still	ADV
fsr-3404	224	5	create	create	VERB
fsr-3404	224	6	a	a	DET
fsr-3404	224	7	“	"	PUNCT
fsr-3404	224	8	backdoor	backdoor	NOUN
fsr-3404	224	9	”	"	PUNCT
fsr-3404	224	10	roth	roth	PROPN
fsr-3404	224	11	ira	ira	PROPN
fsr-3404	224	12	if	if	SCONJ
fsr-3404	224	13	their	their	PRON
fsr-3404	224	14	magi	magi	NOUN
fsr-3404	224	15	is	be	AUX
fsr-3404	224	16	too	too	ADV
fsr-3404	224	17	high	high	ADJ
fsr-3404	224	18	to	to	PART
fsr-3404	224	19	directly	directly	ADV
fsr-3404	224	20	contribute	contribute	VERB
fsr-3404	224	21	to	to	ADP
fsr-3404	224	22	a	a	DET
fsr-3404	224	23	roth	roth	PROPN
fsr-3404	224	24	ira	ira	PROPN
fsr-3404	224	25	.	.	PUNCT
fsr-3404	225	1	the	the	DET
fsr-3404	225	2	procedure	procedure	NOUN
fsr-3404	225	3	is	be	AUX
fsr-3404	225	4	to	to	PART
fsr-3404	225	5	contribute	contribute	VERB
fsr-3404	225	6	to	to	ADP
fsr-3404	225	7	a	a	DET
fsr-3404	225	8	non	non	ADJ
fsr-3404	225	9	-	-	ADJ
fsr-3404	225	10	deductible	deductible	ADJ
fsr-3404	225	11	ira	ira	PROPN
fsr-3404	225	12	and	and	CCONJ
fsr-3404	225	13	then	then	ADV
fsr-3404	225	14	roll	roll	VERB
fsr-3404	225	15	it	it	PRON
fsr-3404	225	16	over	over	ADP
fsr-3404	225	17	to	to	ADP
fsr-3404	225	18	a	a	DET
fsr-3404	225	19	roth	roth	PROPN
fsr-3404	225	20	ira	ira	PROPN
fsr-3404	225	21	.	.	PUNCT
fsr-3404	226	1	there	there	PRON
fsr-3404	226	2	is	be	VERB
fsr-3404	226	3	no	no	DET
fsr-3404	226	4	magi	magi	NOUN
fsr-3404	226	5	limit	limit	NOUN
fsr-3404	226	6	on	on	ADP
fsr-3404	226	7	the	the	DET
fsr-3404	226	8	rollover	rollover	NOUN
fsr-3404	226	9	.	.	PUNCT
fsr-3404	227	1	if	if	SCONJ
fsr-3404	227	2	the	the	DET
fsr-3404	227	3	investor	investor	NOUN
fsr-3404	227	4	has	have	VERB
fsr-3404	227	5	a	a	DET
fsr-3404	227	6	deductible	deductible	ADJ
fsr-3404	227	7	ira	ira	PROPN
fsr-3404	227	8	then	then	ADV
fsr-3404	227	9	part	part	NOUN
fsr-3404	227	10	of	of	ADP
fsr-3404	227	11	the	the	DET
fsr-3404	227	12	rollover	rollover	NOUN
fsr-3404	227	13	is	be	AUX
fsr-3404	227	14	taxable	taxable	ADJ
fsr-3404	227	15	.	.	PUNCT
fsr-3404	228	1	for	for	ADP
fsr-3404	228	2	more	more	ADJ
fsr-3404	228	3	information	information	NOUN
fsr-3404	228	4	see	see	VERB
fsr-3404	228	5	https://www.irs.gov/retirement-plans/retirement-plans-faqsregarding-iras-rollovers-and-roth-conversions	https://www.irs.gov/retirement-plans/retirement-plans-faqsregarding-iras-rollovers-and-roth-conversion	NOUN
fsr-3404	228	6	or	or	CCONJ
fsr-3404	228	7	the	the	DET
fsr-3404	228	8	discussion	discussion	NOUN
fsr-3404	228	9	in	in	ADP
fsr-3404	228	10	harline	harline	NOUN
fsr-3404	228	11	(	(	PUNCT
fsr-3404	228	12	2014	2014	NUM
fsr-3404	228	13	)	)	PUNCT
fsr-3404	228	14	.	.	PUNCT
fsr-3404	229	1	6	6	NUM
fsr-3404	229	2	an	an	DET
fsr-3404	229	3	exception	exception	NOUN
fsr-3404	229	4	is	be	AUX
fsr-3404	229	5	horan	horan	ADJ
fsr-3404	229	6	(	(	PUNCT
fsr-3404	229	7	2003	2003	NUM
fsr-3404	229	8	)	)	PUNCT
fsr-3404	229	9	who	who	PRON
fsr-3404	229	10	compares	compare	VERB
fsr-3404	229	11	equal	equal	ADJ
fsr-3404	229	12	pre	pre	ADJ
fsr-3404	229	13	-	-	ADJ
fsr-3404	229	14	tax	tax	ADJ
fsr-3404	229	15	investments	investment	NOUN
fsr-3404	229	16	as	as	ADV
fsr-3404	229	17	well	well	ADV
fsr-3404	229	18	as	as	ADV
fsr-3404	229	19	equal	equal	ADJ
fsr-3404	229	20	after	after	ADP
fsr-3404	229	21	-	-	PUNCT
fsr-3404	229	22	tax	tax	NOUN
fsr-3404	229	23	investments	investment	NOUN
fsr-3404	229	24	.	.	PUNCT
fsr-3404	230	1	the	the	DET
fsr-3404	230	2	preor	preor	NOUN
fsr-3404	230	3	after	after	ADP
fsr-3404	230	4	-	-	PUNCT
fsr-3404	230	5	tax	tax	NOUN
fsr-3404	230	6	method	method	NOUN
fsr-3404	230	7	of	of	ADP
fsr-3404	230	8	comparisons	comparison	NOUN
fsr-3404	230	9	are	be	AUX
fsr-3404	230	10	equivalent	equivalent	ADJ
fsr-3404	230	11	assuming	assume	VERB
fsr-3404	230	12	that	that	SCONJ
fsr-3404	230	13	the	the	DET
fsr-3404	230	14	tax	tax	NOUN
fsr-3404	230	15	deductions	deduction	NOUN
fsr-3404	230	16	generated	generate	VERB
fsr-3404	230	17	by	by	ADP
fsr-3404	230	18	the	the	DET
fsr-3404	230	19	traditional	traditional	ADJ
fsr-3404	230	20	ira	ira	PROPN
fsr-3404	230	21	are	be	AUX
fsr-3404	230	22	invested	invest	VERB
fsr-3404	230	23	in	in	ADP
fsr-3404	230	24	the	the	DET
fsr-3404	230	25	pre	pre	ADJ
fsr-3404	230	26	-	-	ADJ
fsr-3404	230	27	tax	tax	ADJ
fsr-3404	230	28	case	case	NOUN
fsr-3404	230	29	.	.	PUNCT
fsr-3404	231	1	thus	thus	ADV
fsr-3404	231	2	,	,	PUNCT
fsr-3404	231	3	one	one	PRON
fsr-3404	231	4	need	need	AUX
fsr-3404	231	5	only	only	ADV
fsr-3404	231	6	compare	compare	VERB
fsr-3404	231	7	an	an	DET
fsr-3404	231	8	equivalent	equivalent	ADJ
fsr-3404	231	9	pre	pre	ADJ
fsr-3404	231	10	-	-	ADJ
fsr-3404	231	11	tax	tax	ADJ
fsr-3404	231	12	investment	investment	NOUN
fsr-3404	231	13	amount	amount	NOUN
fsr-3404	231	14	in	in	ADP
fsr-3404	231	15	the	the	DET
fsr-3404	231	16	traditional	traditional	ADJ
fsr-3404	231	17	and	and	CCONJ
fsr-3404	231	18	roth	roth	PROPN
fsr-3404	231	19	ira	ira	PROPN
fsr-3404	231	20	and	and	CCONJ
fsr-3404	231	21	vary	vary	VERB
fsr-3404	231	22	whether	whether	SCONJ
fsr-3404	231	23	the	the	DET
fsr-3404	231	24	deduction	deduction	NOUN
fsr-3404	231	25	is	be	AUX
fsr-3404	231	26	invested	invest	VERB
fsr-3404	231	27	.	.	PUNCT
fsr-3404	232	1	7	7	NUM
fsr-3404	232	2	this	this	DET
fsr-3404	232	3	model	model	NOUN
fsr-3404	232	4	assumes	assume	VERB
fsr-3404	232	5	the	the	DET
fsr-3404	232	6	money	money	NOUN
fsr-3404	232	7	in	in	ADP
fsr-3404	232	8	both	both	DET
fsr-3404	232	9	iras	ira	NOUN
fsr-3404	232	10	is	be	AUX
fsr-3404	232	11	withdrawn	withdraw	VERB
fsr-3404	232	12	upon	upon	SCONJ
fsr-3404	232	13	retirement	retirement	NOUN
fsr-3404	232	14	.	.	PUNCT
fsr-3404	233	1	alternatively	alternatively	ADV
fsr-3404	233	2	,	,	PUNCT
fsr-3404	233	3	n	n	PRON
fsr-3404	233	4	may	may	AUX
fsr-3404	233	5	be	be	AUX
fsr-3404	233	6	considered	consider	VERB
fsr-3404	233	7	the	the	DET
fsr-3404	233	8	time	time	NOUN
fsr-3404	233	9	to	to	ADP
fsr-3404	233	10	when	when	SCONJ
fsr-3404	233	11	the	the	DET
fsr-3404	233	12	investor	investor	NOUN
fsr-3404	233	13	begins	begin	VERB
fsr-3404	233	14	withdrawing	withdraw	VERB
fsr-3404	233	15	from	from	ADP
fsr-3404	233	16	the	the	DET
fsr-3404	233	17	iras	ira	NOUN
fsr-3404	233	18	.	.	PUNCT
fsr-3404	234	1	this	this	PRON
fsr-3404	234	2	is	be	AUX
fsr-3404	234	3	the	the	DET
fsr-3404	234	4	time	time	NOUN
fsr-3404	234	5	to	to	ADP
fsr-3404	234	6	age	age	NOUN
fsr-3404	234	7	701⁄2	701⁄2	NOUN
fsr-3404	234	8	at	at	ADP
fsr-3404	234	9	the	the	DET
fsr-3404	234	10	maximum	maximum	NOUN
fsr-3404	234	11	for	for	ADP
fsr-3404	234	12	the	the	DET
fsr-3404	234	13	traditional	traditional	ADJ
fsr-3404	234	14	ira	ira	PROPN
fsr-3404	234	15	,	,	PUNCT
fsr-3404	234	16	but	but	CCONJ
fsr-3404	234	17	n	n	PRON
fsr-3404	234	18	could	could	AUX
fsr-3404	234	19	be	be	AUX
fsr-3404	234	20	longer	long	ADJ
fsr-3404	234	21	for	for	ADP
fsr-3404	234	22	a	a	DET
fsr-3404	234	23	roth	roth	PROPN
fsr-3404	234	24	ira	ira	PROPN
fsr-3404	234	25	.	.	PROPN
fsr-3404	234	26	8	8	NUM
fsr-3404	234	27	throughout	throughout	ADP
fsr-3404	234	28	the	the	DET
fsr-3404	234	29	discussion	discussion	NOUN
fsr-3404	234	30	it	it	PRON
fsr-3404	234	31	is	be	AUX
fsr-3404	234	32	assumed	assume	VERB
fsr-3404	234	33	that	that	SCONJ
fsr-3404	234	34	the	the	DET
fsr-3404	234	35	changes	change	NOUN
fsr-3404	234	36	in	in	ADP
fsr-3404	234	37	the	the	DET
fsr-3404	234	38	tax	tax	NOUN
fsr-3404	234	39	code	code	NOUN
fsr-3404	234	40	from	from	ADP
fsr-3404	234	41	the	the	DET
fsr-3404	234	42	tcja	tcja	NOUN
fsr-3404	234	43	will	will	AUX
fsr-3404	234	44	persist	persist	VERB
fsr-3404	234	45	after	after	ADP
fsr-3404	234	46	2025	2025	NUM
fsr-3404	234	47	when	when	SCONJ
fsr-3404	234	48	they	they	PRON
fsr-3404	234	49	are	be	AUX
fsr-3404	234	50	scheduled	schedule	VERB
fsr-3404	234	51	to	to	PART
fsr-3404	234	52	sunset	sunset	VERB
fsr-3404	234	53	.	.	PUNCT
fsr-3404	235	1	this	this	DET
fsr-3404	235	2	discussion	discussion	NOUN
fsr-3404	235	3	centers	center	NOUN
fsr-3404	235	4	on	on	ADP
fsr-3404	235	5	investors	investor	NOUN
fsr-3404	235	6	who	who	PRON
fsr-3404	235	7	are	be	AUX
fsr-3404	235	8	in	in	ADP
fsr-3404	235	9	the	the	DET
fsr-3404	235	10	25%/15	25%/15	NUM
fsr-3404	235	11	%	%	NOUN
fsr-3404	235	12	pre	pre	ADJ
fsr-3404	235	13	-	-	ADJ
fsr-3404	235	14	tcja	tcja	ADJ
fsr-3404	235	15	tax	tax	NOUN
fsr-3404	235	16	brackets	bracket	NOUN
fsr-3404	235	17	and	and	CCONJ
fsr-3404	235	18	22%/12	22%/12	NUM
fsr-3404	235	19	%	%	NOUN
fsr-3404	235	20	post	post	ADJ
fsr-3404	235	21	-	-	ADJ
fsr-3404	235	22	tcja	tcja	ADJ
fsr-3404	235	23	brackets	bracket	NOUN
fsr-3404	235	24	during	during	ADP
fsr-3404	235	25	their	their	PRON
fsr-3404	235	26	working	working	NOUN
fsr-3404	235	27	years	year	NOUN
fsr-3404	235	28	and	and	CCONJ
fsr-3404	235	29	retirement	retirement	NOUN
fsr-3404	235	30	years	year	NOUN
fsr-3404	235	31	,	,	PUNCT
fsr-3404	235	32	respectively	respectively	ADV
fsr-3404	235	33	.	.	PUNCT
fsr-3404	236	1	post	post	ADJ
fsr-3404	236	2	-	-	ADJ
fsr-3404	236	3	tcja	tcja	ADJ
fsr-3404	236	4	this	this	PRON
fsr-3404	236	5	includes	include	VERB
fsr-3404	236	6	investors	investor	NOUN
fsr-3404	236	7	whose	whose	DET
fsr-3404	236	8	gross	gross	ADJ
fsr-3404	236	9	income	income	NOUN
fsr-3404	236	10	is	be	AUX
fsr-3404	236	11	up	up	ADP
fsr-3404	236	12	to	to	PART
fsr-3404	236	13	$	$	SYM
fsr-3404	236	14	165,000	165,000	NUM
fsr-3404	236	15	in	in	ADP
fsr-3404	236	16	their	their	PRON
fsr-3404	236	17	working	working	NOUN
fsr-3404	236	18	years	year	NOUN
fsr-3404	236	19	and	and	CCONJ
fsr-3404	236	20	$	$	SYM
fsr-3404	236	21	77,400	77,400	NUM
fsr-3404	236	22	during	during	ADP
fsr-3404	236	23	their	their	PRON
fsr-3404	236	24	retirement	retirement	NOUN
fsr-3404	236	25	years	year	NOUN
fsr-3404	236	26	in	in	ADP
fsr-3404	236	27	today	today	NOUN
fsr-3404	236	28	’s	’s	PART
fsr-3404	236	29	dollars	dollar	NOUN
fsr-3404	236	30	.	.	PUNCT
fsr-3404	237	1	the	the	DET
fsr-3404	237	2	same	same	ADJ
fsr-3404	237	3	income	income	NOUN
fsr-3404	237	4	numbers	number	NOUN
fsr-3404	237	5	for	for	ADP
fsr-3404	237	6	pre	pre	ADJ
fsr-3404	237	7	-	-	ADJ
fsr-3404	237	8	tcja	tcja	ADJ
fsr-3404	237	9	were	be	AUX
fsr-3404	237	10	$	$	SYM
fsr-3404	237	11	153,100	153,100	NUM
fsr-3404	237	12	and	and	CCONJ
fsr-3404	237	13	$	$	SYM
fsr-3404	237	14	75,900	75,900	NUM
fsr-3404	237	15	,	,	PUNCT
fsr-3404	237	16	respectively	respectively	ADV
fsr-3404	237	17	.	.	PUNCT
fsr-3404	238	1	9	9	NUM
fsr-3404	238	2	the	the	DET
fsr-3404	238	3	breakeven	breakeven	ADJ
fsr-3404	238	4	interest	interest	NOUN
fsr-3404	238	5	rate	rate	NOUN
fsr-3404	238	6	is	be	AUX
fsr-3404	238	7	found	find	VERB
fsr-3404	238	8	by	by	ADP
fsr-3404	238	9	solving	solve	VERB
fsr-3404	238	10	the	the	DET
fsr-3404	238	11	following	following	NOUN
fsr-3404	238	12	for	for	ADP
fsr-3404	238	13	r	r	NOUN
fsr-3404	238	14	:	:	PUNCT
fsr-3404	238	15	(	(	PUNCT
fsr-3404	238	16	1	1	NUM
fsr-3404	238	17	�	�	PROPN
fsr-3404	238	18	r)n	r)n	X
fsr-3404	238	19	(	(	PUNCT
fsr-3404	238	20	1	1	NUM
fsr-3404	238	21	�	�	PROPN
fsr-3404	238	22	tw)	tw)	NOUN
fsr-3404	238	23	�	�	PROPN
fsr-3404	238	24	tc[1	tc[1	PROPN
fsr-3404	238	25	�	�	PROPN
fsr-3404	238	26	(r(1	(r(1	NOUN
fsr-3404	238	27	�	�	NOUN
fsr-3404	238	28	ti	ti	NOUN
fsr-3404	238	29	)	)	PUNCT
fsr-3404	238	30	]	]	PUNCT
fsr-3404	238	31	n	n	X
fsr-3404	238	32	�	�	PROPN
fsr-3404	238	33	(	(	PUNCT
fsr-3404	238	34	1	1	NUM
fsr-3404	238	35	�	�	NOUN
fsr-3404	238	36	r)n	r)n	NOUN
fsr-3404	238	37	where	where	SCONJ
fsr-3404	238	38	ti	ti	NOUN
fsr-3404	238	39	is	be	AUX
fsr-3404	238	40	set	set	VERB
fsr-3404	238	41	to	to	ADP
fsr-3404	238	42	10	10	NUM
fsr-3404	238	43	%	%	NOUN
fsr-3404	238	44	and	and	CCONJ
fsr-3404	238	45	n	n	NOUN
fsr-3404	238	46	is	be	AUX
fsr-3404	238	47	varied	varied	ADJ
fsr-3404	238	48	as	as	SCONJ
fsr-3404	238	49	shown	show	VERB
fsr-3404	238	50	in	in	ADP
fsr-3404	238	51	the	the	DET
fsr-3404	238	52	table	table	NOUN
fsr-3404	238	53	.	.	PUNCT
fsr-3404	239	1	10	10	NUM
fsr-3404	239	2	it	it	PRON
fsr-3404	239	3	is	be	AUX
fsr-3404	239	4	likely	likely	ADJ
fsr-3404	239	5	that	that	SCONJ
fsr-3404	239	6	many	many	ADJ
fsr-3404	239	7	investors	investor	NOUN
fsr-3404	239	8	do	do	AUX
fsr-3404	239	9	not	not	PART
fsr-3404	239	10	think	think	VERB
fsr-3404	239	11	about	about	ADP
fsr-3404	239	12	the	the	DET
fsr-3404	239	13	tax	tax	NOUN
fsr-3404	239	14	savings	saving	NOUN
fsr-3404	239	15	as	as	ADP
fsr-3404	239	16	an	an	DET
fsr-3404	239	17	amount	amount	NOUN
fsr-3404	239	18	that	that	PRON
fsr-3404	239	19	could	could	AUX
fsr-3404	239	20	be	be	AUX
fsr-3404	239	21	invested	invest	VERB
fsr-3404	239	22	unless	unless	SCONJ
fsr-3404	239	23	a	a	DET
fsr-3404	239	24	planner	planner	NOUN
fsr-3404	239	25	points	point	VERB
fsr-3404	239	26	this	this	PRON
fsr-3404	239	27	out	out	ADP
fsr-3404	239	28	.	.	PUNCT
fsr-3404	240	1	358	358	NUM
fsr-3404	240	2	t.	t.	NOUN
fsr-3404	240	3	manuel	manuel	PROPN
fsr-3404	240	4	et	et	PROPN
fsr-3404	240	5	al	al	PROPN
fsr-3404	240	6	.	.	PUNCT
fsr-3404	240	7	/	/	SYM
fsr-3404	240	8	financial	financial	ADJ
fsr-3404	240	9	services	service	NOUN
fsr-3404	240	10	review	review	VERB
fsr-3404	240	11	27	27	NUM
fsr-3404	240	12	(	(	PUNCT
fsr-3404	240	13	2018	2018	NUM
fsr-3404	240	14	)	)	PUNCT
fsr-3404	240	15	345	345	NUM
fsr-3404	240	16	-	-	SYM
fsr-3404	240	17	365	365	NUM
fsr-3404	240	18	11	11	NUM
fsr-3404	240	19	the	the	DET
fsr-3404	240	20	future	future	ADJ
fsr-3404	240	21	value	value	NOUN
fsr-3404	240	22	component	component	NOUN
fsr-3404	240	23	[	[	PUNCT
fsr-3404	240	24	1	1	NUM
fsr-3404	240	25	�	�	PROPN
fsr-3404	240	26	r(1	r(1	PROPN
fsr-3404	240	27	�	�	PROPN
fsr-3404	240	28	tc	tc	NOUN
fsr-3404	240	29	)	)	PUNCT
fsr-3404	240	30	]	]	PUNCT
fsr-3404	241	1	n	n	PRON
fsr-3404	241	2	drops	drop	VERB
fsr-3404	241	3	out	out	ADP
fsr-3404	241	4	if	if	SCONJ
fsr-3404	241	5	the	the	DET
fsr-3404	241	6	tax	tax	NOUN
fsr-3404	241	7	savings	saving	NOUN
fsr-3404	241	8	are	be	AUX
fsr-3404	241	9	not	not	PART
fsr-3404	241	10	reinvested	reinveste	VERB
fsr-3404	241	11	.	.	PUNCT
fsr-3404	242	1	12	12	NUM
fsr-3404	242	2	alternatively	alternatively	ADV
fsr-3404	242	3	,	,	PUNCT
fsr-3404	242	4	once	once	ADV
fsr-3404	242	5	could	could	AUX
fsr-3404	242	6	compare	compare	VERB
fsr-3404	242	7	a	a	DET
fsr-3404	242	8	$	$	SYM
fsr-3404	242	9	5,000	5,000	NUM
fsr-3404	242	10	qualifying	qualifying	NOUN
fsr-3404	242	11	contribution	contribution	NOUN
fsr-3404	242	12	to	to	ADP
fsr-3404	242	13	a	a	DET
fsr-3404	242	14	traditional	traditional	ADJ
fsr-3404	242	15	ira	ira	NOUN
fsr-3404	242	16	versus	versus	ADP
fsr-3404	242	17	$	$	SYM
fsr-3404	242	18	5,000(1–22	5,000(1–22	NUM
fsr-3404	242	19	%	%	NOUN
fsr-3404	242	20	)	)	PUNCT
fsr-3404	242	21	�	�	PROPN
fsr-3404	242	22	$	$	SYM
fsr-3404	242	23	3,900	3,900	NUM
fsr-3404	242	24	in	in	ADP
fsr-3404	242	25	a	a	DET
fsr-3404	242	26	roth	roth	PROPN
fsr-3404	242	27	ira	ira	PROPN
fsr-3404	242	28	.	.	PUNCT
fsr-3404	243	1	some	some	DET
fsr-3404	243	2	investors	investor	NOUN
fsr-3404	243	3	may	may	AUX
fsr-3404	243	4	choose	choose	VERB
fsr-3404	243	5	this	this	DET
fsr-3404	243	6	alternative	alternative	NOUN
fsr-3404	243	7	rather	rather	ADV
fsr-3404	243	8	than	than	ADP
fsr-3404	243	9	investing	invest	VERB
fsr-3404	243	10	the	the	DET
fsr-3404	243	11	deduction	deduction	NOUN
fsr-3404	243	12	generated	generate	VERB
fsr-3404	243	13	by	by	ADP
fsr-3404	243	14	the	the	DET
fsr-3404	243	15	traditional	traditional	ADJ
fsr-3404	243	16	ira	ira	PROPN
fsr-3404	243	17	.	.	PUNCT
fsr-3404	244	1	the	the	DET
fsr-3404	244	2	relative	relative	ADJ
fsr-3404	244	3	advantage	advantage	NOUN
fsr-3404	244	4	in	in	ADP
fsr-3404	244	5	future	future	ADJ
fsr-3404	244	6	value	value	NOUN
fsr-3404	244	7	of	of	ADP
fsr-3404	244	8	the	the	DET
fsr-3404	244	9	two	two	NUM
fsr-3404	244	10	ira	ira	PROPN
fsr-3404	244	11	types	type	NOUN
fsr-3404	244	12	in	in	ADP
fsr-3404	244	13	this	this	DET
fsr-3404	244	14	case	case	NOUN
fsr-3404	244	15	is	be	AUX
fsr-3404	244	16	completely	completely	ADV
fsr-3404	244	17	determined	determine	VERB
fsr-3404	244	18	by	by	ADP
fsr-3404	244	19	whether	whether	SCONJ
fsr-3404	244	20	tc	tc	NOUN
fsr-3404	244	21	is	be	AUX
fsr-3404	244	22	greater	great	ADJ
fsr-3404	244	23	than	than	ADP
fsr-3404	244	24	or	or	CCONJ
fsr-3404	244	25	less	less	ADJ
fsr-3404	244	26	than	than	ADP
fsr-3404	244	27	tw	tw	NOUN
fsr-3404	244	28	.	.	PUNCT
fsr-3404	245	1	using	use	VERB
fsr-3404	245	2	the	the	DET
fsr-3404	245	3	$	$	SYM
fsr-3404	245	4	5,000	5,000	NUM
fsr-3404	245	5	pre	pre	ADJ
fsr-3404	245	6	-	-	ADJ
fsr-3404	245	7	tax	tax	ADJ
fsr-3404	245	8	contribution	contribution	NOUN
fsr-3404	245	9	amount	amount	NOUN
fsr-3404	245	10	,	,	PUNCT
fsr-3404	245	11	the	the	DET
fsr-3404	245	12	future	future	ADJ
fsr-3404	245	13	value	value	NOUN
fsr-3404	245	14	of	of	ADP
fsr-3404	245	15	the	the	DET
fsr-3404	245	16	traditional	traditional	ADJ
fsr-3404	245	17	ira	ira	PROPN
fsr-3404	245	18	is	be	AUX
fsr-3404	245	19	greater	great	ADJ
fsr-3404	245	20	than	than	ADP
fsr-3404	245	21	the	the	DET
fsr-3404	245	22	future	future	ADJ
fsr-3404	245	23	value	value	NOUN
fsr-3404	245	24	of	of	ADP
fsr-3404	245	25	the	the	DET
fsr-3404	245	26	roth	roth	PROPN
fsr-3404	245	27	ira	ira	PROPN
fsr-3404	245	28	if	if	SCONJ
fsr-3404	245	29	$	$	SYM
fsr-3404	245	30	5,000(1	5,000(1	NUM
fsr-3404	245	31	�	�	NOUN
fsr-3404	245	32	r)n(1	r)n(1	PROPN
fsr-3404	245	33	�	�	PROPN
fsr-3404	245	34	tw	tw	PROPN
fsr-3404	245	35	)	)	PUNCT
fsr-3404	245	36	�	�	PROPN
fsr-3404	245	37	$	$	SYM
fsr-3404	245	38	5,000(1	5,000(1	NUM
fsr-3404	245	39	�	�	PROPN
fsr-3404	245	40	tc)(1	tc)(1	NOUN
fsr-3404	245	41	�	�	NOUN
fsr-3404	245	42	r)n	r)n	NOUN
fsr-3404	245	43	,	,	PUNCT
fsr-3404	245	44	which	which	PRON
fsr-3404	245	45	holds	hold	VERB
fsr-3404	245	46	if	if	SCONJ
fsr-3404	245	47	tc	tc	PROPN
fsr-3404	245	48	�	�	PROPN
fsr-3404	245	49	tw	tw	NOUN
fsr-3404	245	50	and	and	CCONJ
fsr-3404	245	51	not	not	PART
fsr-3404	245	52	otherwise	otherwise	ADV
fsr-3404	245	53	.	.	PUNCT
fsr-3404	246	1	adelman	adelman	PROPN
fsr-3404	246	2	and	and	CCONJ
fsr-3404	246	3	cross	cross	PROPN
fsr-3404	246	4	(	(	PUNCT
fsr-3404	246	5	2010	2010	NUM
fsr-3404	246	6	)	)	PUNCT
fsr-3404	246	7	make	make	VERB
fsr-3404	246	8	a	a	DET
fsr-3404	246	9	similar	similar	ADJ
fsr-3404	246	10	point	point	NOUN
fsr-3404	246	11	.	.	PUNCT
fsr-3404	247	1	in	in	ADP
fsr-3404	247	2	the	the	DET
fsr-3404	247	3	literature	literature	NOUN
fsr-3404	247	4	it	it	PRON
fsr-3404	247	5	is	be	AUX
fsr-3404	247	6	more	more	ADV
fsr-3404	247	7	common	common	ADJ
fsr-3404	247	8	to	to	PART
fsr-3404	247	9	model	model	VERB
fsr-3404	247	10	the	the	DET
fsr-3404	247	11	comparison	comparison	NOUN
fsr-3404	247	12	of	of	ADP
fsr-3404	247	13	not	not	PART
fsr-3404	247	14	investing	invest	VERB
fsr-3404	247	15	the	the	DET
fsr-3404	247	16	deduction	deduction	NOUN
fsr-3404	247	17	as	as	SCONJ
fsr-3404	247	18	done	do	VERB
fsr-3404	247	19	here	here	ADV
fsr-3404	247	20	:	:	PUNCT
fsr-3404	247	21	$	$	SYM
fsr-3404	247	22	5,000(1	5,000(1	NUM
fsr-3404	247	23	�	�	NOUN
fsr-3404	247	24	r)n(1	r)n(1	PROPN
fsr-3404	247	25	�	�	PROPN
fsr-3404	247	26	tw)	tw)	NOUN
fsr-3404	247	27	�	�	PROPN
fsr-3404	247	28	tc	tc	PROPN
fsr-3404	247	29	�	�	PROPN
fsr-3404	247	30	$	$	SYM
fsr-3404	247	31	5,000(1	5,000(1	NUM
fsr-3404	247	32	�	�	NOUN
fsr-3404	247	33	r)n	r)n	NOUN
fsr-3404	247	34	.	.	PUNCT
fsr-3404	248	1	13	13	NUM
fsr-3404	248	2	the	the	DET
fsr-3404	248	3	model	model	NOUN
fsr-3404	248	4	incorporates	incorporate	VERB
fsr-3404	248	5	the	the	DET
fsr-3404	248	6	higher	high	ADJ
fsr-3404	248	7	deduction	deduction	NOUN
fsr-3404	248	8	upon	upon	SCONJ
fsr-3404	248	9	retirement	retirement	NOUN
fsr-3404	248	10	and	and	CCONJ
fsr-3404	248	11	the	the	DET
fsr-3404	248	12	additional	additional	ADJ
fsr-3404	248	13	amount	amount	NOUN
fsr-3404	248	14	that	that	PRON
fsr-3404	248	15	can	can	AUX
fsr-3404	248	16	be	be	AUX
fsr-3404	248	17	contributed	contribute	VERB
fsr-3404	248	18	from	from	ADP
fsr-3404	248	19	age	age	NOUN
fsr-3404	248	20	50	50	NUM
fsr-3404	248	21	onward	onward	ADV
fsr-3404	248	22	.	.	PUNCT
fsr-3404	249	1	the	the	DET
fsr-3404	249	2	model	model	NOUN
fsr-3404	249	3	also	also	ADV
fsr-3404	249	4	incorporates	incorporate	VERB
fsr-3404	249	5	indexed	index	VERB
fsr-3404	249	6	standard	standard	ADJ
fsr-3404	249	7	deductions	deduction	NOUN
fsr-3404	249	8	and	and	CCONJ
fsr-3404	249	9	ira	ira	PROPN
fsr-3404	249	10	contributions	contribution	NOUN
fsr-3404	249	11	.	.	PUNCT
fsr-3404	250	1	results	result	NOUN
fsr-3404	250	2	are	be	AUX
fsr-3404	250	3	available	available	ADJ
fsr-3404	250	4	from	from	ADP
fsr-3404	250	5	the	the	DET
fsr-3404	250	6	authors	author	NOUN
fsr-3404	250	7	.	.	PUNCT
fsr-3404	251	1	indexing	indexing	NOUN
fsr-3404	251	2	deductions	deduction	NOUN
fsr-3404	251	3	tends	tend	VERB
fsr-3404	251	4	to	to	PART
fsr-3404	251	5	favor	favor	VERB
fsr-3404	251	6	the	the	DET
fsr-3404	251	7	traditional	traditional	ADJ
fsr-3404	251	8	ira	ira	NOUN
fsr-3404	251	9	by	by	ADP
fsr-3404	251	10	reducing	reduce	VERB
fsr-3404	251	11	taxes	taxis	NOUN
fsr-3404	251	12	due	due	ADJ
fsr-3404	251	13	in	in	ADP
fsr-3404	251	14	retirement	retirement	NOUN
fsr-3404	251	15	.	.	PUNCT
fsr-3404	252	1	indexing	indexing	NOUN
fsr-3404	252	2	contributions	contribution	NOUN
fsr-3404	252	3	favors	favor	VERB
fsr-3404	252	4	the	the	DET
fsr-3404	252	5	roth	roth	PROPN
fsr-3404	252	6	ira	ira	PROPN
fsr-3404	252	7	because	because	SCONJ
fsr-3404	252	8	bigger	big	ADJ
fsr-3404	252	9	contributions	contribution	NOUN
fsr-3404	252	10	increase	increase	VERB
fsr-3404	252	11	retirement	retirement	NOUN
fsr-3404	252	12	income	income	NOUN
fsr-3404	252	13	and	and	CCONJ
fsr-3404	252	14	thus	thus	ADV
fsr-3404	252	15	taxes	taxis	NOUN
fsr-3404	252	16	in	in	ADP
fsr-3404	252	17	retirement	retirement	NOUN
fsr-3404	252	18	.	.	PUNCT
fsr-3404	253	1	the	the	DET
fsr-3404	253	2	roth	roth	PROPN
fsr-3404	253	3	avoids	avoid	VERB
fsr-3404	253	4	these	these	DET
fsr-3404	253	5	higher	high	ADJ
fsr-3404	253	6	taxes	taxis	NOUN
fsr-3404	253	7	in	in	ADP
fsr-3404	253	8	retirement	retirement	NOUN
fsr-3404	253	9	.	.	PUNCT
fsr-3404	254	1	14	14	NUM
fsr-3404	254	2	the	the	DET
fsr-3404	254	3	option	option	NOUN
fsr-3404	254	4	value	value	NOUN
fsr-3404	254	5	of	of	ADP
fsr-3404	254	6	the	the	DET
fsr-3404	254	7	ability	ability	NOUN
fsr-3404	254	8	to	to	PART
fsr-3404	254	9	convert	convert	VERB
fsr-3404	254	10	a	a	DET
fsr-3404	254	11	traditional	traditional	ADJ
fsr-3404	254	12	ira	ira	PROPN
fsr-3404	254	13	to	to	ADP
fsr-3404	254	14	a	a	DET
fsr-3404	254	15	roth	roth	PROPN
fsr-3404	254	16	ira	ira	PROPN
fsr-3404	254	17	(	(	PUNCT
fsr-3404	254	18	the	the	DET
fsr-3404	254	19	rollover	rollover	NOUN
fsr-3404	254	20	option	option	NOUN
fsr-3404	254	21	)	)	PUNCT
fsr-3404	254	22	is	be	AUX
fsr-3404	254	23	ignored	ignore	VERB
fsr-3404	254	24	.	.	PUNCT
fsr-3404	255	1	15	15	NUM
fsr-3404	256	1	the	the	DET
fsr-3404	256	2	spreadsheet	spreadsheet	NOUN
fsr-3404	256	3	incorporates	incorporate	VERB
fsr-3404	256	4	the	the	DET
fsr-3404	256	5	increase	increase	NOUN
fsr-3404	256	6	in	in	ADP
fsr-3404	256	7	deduction	deduction	NOUN
fsr-3404	256	8	at	at	ADP
fsr-3404	256	9	age	age	NOUN
fsr-3404	256	10	65	65	NUM
fsr-3404	256	11	.	.	PUNCT
fsr-3404	257	1	16	16	NUM
fsr-3404	257	2	providing	provide	VERB
fsr-3404	257	3	a	a	DET
fsr-3404	257	4	simulation	simulation	NOUN
fsr-3404	257	5	of	of	ADP
fsr-3404	257	6	multiple	multiple	ADJ
fsr-3404	257	7	outputs	output	NOUN
fsr-3404	257	8	is	be	AUX
fsr-3404	257	9	a	a	DET
fsr-3404	257	10	better	well	ADJ
fsr-3404	257	11	method	method	NOUN
fsr-3404	257	12	to	to	PART
fsr-3404	257	13	evaluate	evaluate	VERB
fsr-3404	257	14	the	the	DET
fsr-3404	257	15	preferable	preferable	ADJ
fsr-3404	257	16	type	type	NOUN
fsr-3404	257	17	of	of	ADP
fsr-3404	257	18	ira	ira	PROPN
fsr-3404	257	19	than	than	ADP
fsr-3404	257	20	providing	provide	VERB
fsr-3404	257	21	a	a	DET
fsr-3404	257	22	single	single	ADJ
fsr-3404	257	23	point	point	NOUN
fsr-3404	257	24	estimate	estimate	NOUN
fsr-3404	257	25	of	of	ADP
fsr-3404	257	26	future	future	ADJ
fsr-3404	257	27	value	value	NOUN
fsr-3404	257	28	.	.	PUNCT
fsr-3404	258	1	note	note	VERB
fsr-3404	258	2	that	that	SCONJ
fsr-3404	258	3	the	the	DET
fsr-3404	258	4	model	model	NOUN
fsr-3404	258	5	uses	use	VERB
fsr-3404	258	6	realistic	realistic	ADJ
fsr-3404	258	7	estimates	estimate	NOUN
fsr-3404	258	8	of	of	ADP
fsr-3404	258	9	portfolio	portfolio	NOUN
fsr-3404	258	10	returns	return	NOUN
fsr-3404	258	11	at	at	ADP
fsr-3404	258	12	the	the	DET
fsr-3404	258	13	chosen	choose	VERB
fsr-3404	258	14	risk	risk	NOUN
fsr-3404	258	15	levels	level	NOUN
fsr-3404	258	16	and	and	CCONJ
fsr-3404	258	17	starts	start	VERB
fsr-3404	258	18	with	with	ADP
fsr-3404	258	19	a	a	DET
fsr-3404	258	20	modest	modest	ADJ
fsr-3404	258	21	income	income	NOUN
fsr-3404	258	22	amount	amount	NOUN
fsr-3404	258	23	.	.	PUNCT
fsr-3404	259	1	17	17	NUM
fsr-3404	259	2	the	the	DET
fsr-3404	259	3	simulation	simulation	NOUN
fsr-3404	259	4	contains	contain	VERB
fsr-3404	259	5	some	some	DET
fsr-3404	259	6	runs	run	NOUN
fsr-3404	259	7	with	with	ADP
fsr-3404	259	8	high	high	ADJ
fsr-3404	259	9	returns	return	NOUN
fsr-3404	259	10	.	.	PUNCT
fsr-3404	260	1	for	for	ADP
fsr-3404	260	2	the	the	DET
fsr-3404	260	3	roth	roth	PROPN
fsr-3404	260	4	these	these	PRON
fsr-3404	260	5	tend	tend	VERB
fsr-3404	260	6	to	to	PART
fsr-3404	260	7	result	result	VERB
fsr-3404	260	8	in	in	ADP
fsr-3404	260	9	higher	high	ADJ
fsr-3404	260	10	consumption	consumption	NOUN
fsr-3404	260	11	,	,	PUNCT
fsr-3404	260	12	whereas	whereas	SCONJ
fsr-3404	260	13	for	for	SCONJ
fsr-3404	260	14	the	the	DET
fsr-3404	260	15	traditional	traditional	ADJ
fsr-3404	260	16	the	the	DET
fsr-3404	260	17	higher	high	ADJ
fsr-3404	260	18	incomes	income	NOUN
fsr-3404	260	19	that	that	PRON
fsr-3404	260	20	result	result	VERB
fsr-3404	260	21	lead	lead	VERB
fsr-3404	260	22	to	to	ADP
fsr-3404	260	23	higher	high	ADJ
fsr-3404	260	24	taxes	taxis	NOUN
fsr-3404	260	25	that	that	PRON
fsr-3404	260	26	offset	offset	VERB
fsr-3404	260	27	at	at	ADP
fsr-3404	260	28	least	least	ADJ
fsr-3404	260	29	some	some	PRON
fsr-3404	260	30	of	of	ADP
fsr-3404	260	31	the	the	DET
fsr-3404	260	32	income	income	NOUN
fsr-3404	260	33	.	.	PUNCT
fsr-3404	261	1	thus	thus	ADV
fsr-3404	261	2	,	,	PUNCT
fsr-3404	261	3	choosing	choose	VERB
fsr-3404	261	4	the	the	DET
fsr-3404	261	5	roth	roth	PROPN
fsr-3404	261	6	ira	ira	PROPN
fsr-3404	261	7	can	can	AUX
fsr-3404	261	8	result	result	VERB
fsr-3404	261	9	in	in	ADP
fsr-3404	261	10	higher	high	ADJ
fsr-3404	261	11	average	average	ADJ
fsr-3404	261	12	lifetime	lifetime	NOUN
fsr-3404	261	13	consumption	consumption	NOUN
fsr-3404	261	14	,	,	PUNCT
fsr-3404	261	15	even	even	ADV
fsr-3404	261	16	though	though	SCONJ
fsr-3404	261	17	the	the	DET
fsr-3404	261	18	median	median	NOUN
fsr-3404	261	19	is	be	AUX
fsr-3404	261	20	lower	low	ADJ
fsr-3404	261	21	.	.	PUNCT
fsr-3404	262	1	in	in	ADP
fsr-3404	262	2	other	other	ADJ
fsr-3404	262	3	words	word	NOUN
fsr-3404	262	4	choosing	choose	VERB
fsr-3404	262	5	the	the	DET
fsr-3404	262	6	traditional	traditional	ADJ
fsr-3404	262	7	ira	ira	PROPN
fsr-3404	262	8	forfeits	forfeit	NOUN
fsr-3404	262	9	the	the	DET
fsr-3404	262	10	positive	positive	ADJ
fsr-3404	262	11	skewness	skewness	NOUN
fsr-3404	262	12	of	of	ADP
fsr-3404	262	13	returns	return	NOUN
fsr-3404	262	14	and	and	CCONJ
fsr-3404	262	15	consumption	consumption	NOUN
fsr-3404	262	16	that	that	PRON
fsr-3404	262	17	the	the	DET
fsr-3404	262	18	roth	roth	NOUN
fsr-3404	262	19	may	may	AUX
fsr-3404	262	20	generate	generate	VERB
fsr-3404	262	21	.	.	PUNCT
fsr-3404	263	1	18	18	NUM
fsr-3404	263	2	simulation	simulation	NOUN
fsr-3404	263	3	results	result	NOUN
fsr-3404	263	4	(	(	PUNCT
fsr-3404	263	5	not	not	PART
fsr-3404	263	6	shown	show	VERB
fsr-3404	263	7	)	)	PUNCT
fsr-3404	263	8	indicate	indicate	VERB
fsr-3404	263	9	that	that	SCONJ
fsr-3404	263	10	higher	high	ADJ
fsr-3404	263	11	returns	return	NOUN
fsr-3404	263	12	increase	increase	VERB
fsr-3404	263	13	the	the	DET
fsr-3404	263	14	number	number	NOUN
fsr-3404	263	15	of	of	ADP
fsr-3404	263	16	trials	trial	NOUN
fsr-3404	263	17	where	where	SCONJ
fsr-3404	263	18	the	the	DET
fsr-3404	263	19	roth	roth	NOUN
fsr-3404	263	20	provided	provide	VERB
fsr-3404	263	21	higher	high	ADJ
fsr-3404	263	22	consumption	consumption	NOUN
fsr-3404	263	23	,	,	PUNCT
fsr-3404	263	24	but	but	CCONJ
fsr-3404	263	25	the	the	DET
fsr-3404	263	26	traditional	traditional	ADJ
fsr-3404	263	27	ira	ira	PROPN
fsr-3404	263	28	still	still	ADV
fsr-3404	263	29	pre	pre	VERB
fsr-3404	263	30	-	-	VERB
fsr-3404	263	31	dominates	dominate	VERB
fsr-3404	263	32	.	.	PUNCT
fsr-3404	264	1	however	however	ADV
fsr-3404	264	2	,	,	PUNCT
fsr-3404	264	3	when	when	SCONJ
fsr-3404	264	4	the	the	DET
fsr-3404	264	5	brackets	bracket	NOUN
fsr-3404	264	6	and/or	and/or	CCONJ
fsr-3404	264	7	the	the	DET
fsr-3404	264	8	deductions	deduction	NOUN
fsr-3404	264	9	are	be	AUX
fsr-3404	264	10	not	not	PART
fsr-3404	264	11	indexed	index	VERB
fsr-3404	264	12	with	with	ADP
fsr-3404	264	13	inflation	inflation	NOUN
fsr-3404	264	14	the	the	DET
fsr-3404	264	15	roth	roth	PROPN
fsr-3404	264	16	dominates	dominate	VERB
fsr-3404	264	17	in	in	ADP
fsr-3404	264	18	almost	almost	ADV
fsr-3404	264	19	all	all	DET
fsr-3404	264	20	scenarios	scenario	NOUN
fsr-3404	264	21	.	.	PUNCT
fsr-3404	265	1	appendix	appendix	NOUN
fsr-3404	265	2	:	:	PUNCT
fsr-3404	265	3	scenario	scenario	NOUN
fsr-3404	265	4	calculations	calculation	NOUN
fsr-3404	265	5	1	1	NUM
fsr-3404	265	6	.	.	PUNCT
fsr-3404	266	1	more	more	ADJ
fsr-3404	266	2	on	on	ADP
fsr-3404	266	3	the	the	DET
fsr-3404	266	4	spreadsheet	spreadsheet	NOUN
fsr-3404	266	5	model	model	NOUN
fsr-3404	266	6	and	and	CCONJ
fsr-3404	266	7	simulation	simulation	NOUN
fsr-3404	266	8	larger	large	ADJ
fsr-3404	266	9	contribution	contribution	NOUN
fsr-3404	266	10	amounts	amount	VERB
fsr-3404	266	11	favor	favor	VERB
fsr-3404	266	12	the	the	DET
fsr-3404	266	13	roth	roth	PROPN
fsr-3404	266	14	ira	ira	PROPN
fsr-3404	266	15	in	in	ADP
fsr-3404	266	16	the	the	DET
fsr-3404	266	17	spreadsheet	spreadsheet	NOUN
fsr-3404	266	18	outcomes	outcome	NOUN
fsr-3404	266	19	,	,	PUNCT
fsr-3404	266	20	which	which	PRON
fsr-3404	266	21	is	be	AUX
fsr-3404	266	22	consistent	consistent	ADJ
fsr-3404	266	23	with	with	ADP
fsr-3404	266	24	most	most	ADJ
fsr-3404	266	25	of	of	ADP
fsr-3404	266	26	the	the	DET
fsr-3404	266	27	literature	literature	NOUN
fsr-3404	266	28	that	that	PRON
fsr-3404	266	29	concentrates	concentrate	VERB
fsr-3404	266	30	on	on	ADP
fsr-3404	266	31	maximizing	maximize	VERB
fsr-3404	266	32	retirement	retirement	NOUN
fsr-3404	266	33	income	income	NOUN
fsr-3404	266	34	.	.	PUNCT
fsr-3404	267	1	a	a	DET
fsr-3404	267	2	359	359	NUM
fsr-3404	267	3	t.	t.	NOUN
fsr-3404	267	4	manuel	manuel	NOUN
fsr-3404	267	5	et	et	PROPN
fsr-3404	267	6	al	al	PROPN
fsr-3404	267	7	.	.	PUNCT
fsr-3404	267	8	/	/	SYM
fsr-3404	267	9	financial	financial	ADJ
fsr-3404	267	10	services	service	NOUN
fsr-3404	267	11	review	review	VERB
fsr-3404	267	12	27	27	NUM
fsr-3404	267	13	(	(	PUNCT
fsr-3404	267	14	2018	2018	NUM
fsr-3404	267	15	)	)	PUNCT
fsr-3404	267	16	345	345	NUM
fsr-3404	267	17	-	-	SYM
fsr-3404	267	18	365	365	NUM
fsr-3404	268	1	a	a	DET
fsr-3404	268	2	pp	pp	X
fsr-3404	268	3	en	en	X
fsr-3404	268	4	di	di	X
fsr-3404	268	5	x	x	PROPN
fsr-3404	268	6	t	t	PROPN
fsr-3404	268	7	ab	ab	PROPN
fsr-3404	268	8	le	le	PROPN
fsr-3404	268	9	1	1	NUM
fsr-3404	268	10	si	si	PROPN
fsr-3404	268	11	m	m	ADV
fsr-3404	268	12	ul	ul	INTJ
fsr-3404	268	13	at	at	ADP
fsr-3404	268	14	io	io	PROPN
fsr-3404	268	15	n	n	X
fsr-3404	268	16	re	re	PROPN
fsr-3404	268	17	su	su	PROPN
fsr-3404	268	18	lts	lts	PROPN
fsr-3404	268	19	an	an	PROPN
fsr-3404	268	20	d	d	X
fsr-3404	268	21	sa	sa	PROPN
fsr-3404	268	22	m	m	PROPN
fsr-3404	268	23	pl	pl	NOUN
fsr-3404	268	24	e	e	X
fsr-3404	268	25	ca	can	AUX
fsr-3404	268	26	lc	lc	PROPN
fsr-3404	268	27	ul	ul	INTJ
fsr-3404	268	28	at	at	ADP
fsr-3404	268	29	io	io	PROPN
fsr-3404	268	30	ns	ns	X
fsr-3404	268	31	se	se	PROPN
fsr-3404	268	32	le	le	X
fsr-3404	269	1	ct	ct	PROPN
fsr-3404	269	2	ed	ed	PROPN
fsr-3404	269	3	ye	ye	PROPN
fsr-3404	269	4	ar	ar	PROPN
fsr-3404	269	5	s	s	PROPN
fsr-3404	269	6	pr	pr	NOUN
fsr-3404	269	7	et	et	PROPN
fsr-3404	270	1	c	c	NOUN
fsr-3404	270	2	ja	ja	PROPN
fsr-3404	270	3	e	e	PROPN
fsr-3404	270	4	nt	not	PART
fsr-3404	270	5	er	er	INTJ
fsr-3404	270	6	nu	nu	INTJ
fsr-3404	270	7	m	m	VERB
fsr-3404	270	8	be	be	VERB
fsr-3404	270	9	r	r	NOUN
fsr-3404	270	10	of	of	ADP
fsr-3404	270	11	tr	tr	NOUN
fsr-3404	270	12	ia	ia	NOUN
fsr-3404	270	13	ls	ls	X
fsr-3404	270	14	(	(	PUNCT
fsr-3404	270	15	m	m	PROPN
fsr-3404	270	16	ax	ax	ADJ
fsr-3404	270	17	�	�	PROPN
fsr-3404	270	18	1	1	NUM
fsr-3404	270	19	,	,	PUNCT
fsr-3404	270	20	00	00	NUM
fsr-3404	270	21	0	0	NUM
fsr-3404	270	22	)	)	PUNCT
fsr-3404	270	23	:	:	PUNCT
fsr-3404	271	1	50	50	NUM
fsr-3404	271	2	0	0	NUM
fsr-3404	271	3	l	l	NOUN
fsr-3404	271	4	if	if	SCONJ
fsr-3404	271	5	et	et	PROPN
fsr-3404	271	6	i	i	NOUN
fsr-3404	271	7	m	m	VERB
fsr-3404	271	8	e	e	NOUN
fsr-3404	271	9	re	re	ADP
fsr-3404	271	10	al	al	PROPN
fsr-3404	271	11	co	co	PROPN
fsr-3404	271	12	ns	ns	PROPN
fsr-3404	271	13	um	um	INTJ
fsr-3404	271	14	pt	pt	X
fsr-3404	271	15	io	io	PROPN
fsr-3404	271	16	n	n	PROPN
fsr-3404	271	17	a	a	DET
fsr-3404	271	18	ge	ge	PROPN
fsr-3404	271	19	st	st	PROPN
fsr-3404	271	20	ar	ar	PROPN
fsr-3404	271	21	t	t	PROPN
fsr-3404	271	22	co	co	AUX
fsr-3404	271	23	nt	not	PART
fsr-3404	271	24	ri	ri	PROPN
fsr-3404	271	25	bu	bu	PROPN
fsr-3404	271	26	tio	tio	PROPN
fsr-3404	271	27	n	n	PROPN
fsr-3404	271	28	a	a	DET
fsr-3404	271	29	ge	ge	PROPN
fsr-3404	271	30	m	m	PROPN
fsr-3404	271	31	ed	ed	NOUN
fsr-3404	271	32	iu	iu	ADP
fsr-3404	271	33	m	m	PROPN
fsr-3404	271	34	ri	ri	PROPN
fsr-3404	271	35	sk	sk	VERB
fsr-3404	271	36	a	a	DET
fsr-3404	271	37	ge	ge	PROPN
fsr-3404	271	38	lo	lo	PROPN
fsr-3404	271	39	w	w	PROPN
fsr-3404	271	40	ri	ri	PROPN
fsr-3404	271	41	sk	sk	VERB
fsr-3404	271	42	a	a	DET
fsr-3404	271	43	ge	ge	PROPN
fsr-3404	271	44	re	re	X
fsr-3404	271	45	tir	tir	PROPN
fsr-3404	271	46	e	e	X
fsr-3404	271	47	l	l	NOUN
fsr-3404	271	48	if	if	SCONJ
fsr-3404	271	49	e	e	PROPN
fsr-3404	271	50	ex	ex	PUNCT
fsr-3404	271	51	pe	pe	INTJ
fsr-3404	271	52	ct	ct	PROPN
fsr-3404	271	53	an	an	DET
fsr-3404	271	54	cy	cy	PROPN
fsr-3404	271	55	t	t	PROPN
fsr-3404	271	56	ra	ra	PROPN
fsr-3404	271	57	di	di	NOUN
fsr-3404	271	58	tio	tio	NOUN
fsr-3404	271	59	na	na	NOUN
fsr-3404	271	60	l	l	NOUN
fsr-3404	272	1	r	r	NOUN
fsr-3404	273	1	ot	ot	NOUN
fsr-3404	273	2	h	h	NOUN
fsr-3404	273	3	r	r	NOUN
fsr-3404	273	4	un	un	PROPN
fsr-3404	273	5	si	si	PROPN
fsr-3404	273	6	m	m	PROPN
fsr-3404	273	7	ul	ul	PROPN
fsr-3404	273	8	at	at	ADP
fsr-3404	273	9	io	io	PROPN
fsr-3404	273	10	n	n	PROPN
fsr-3404	273	11	30	30	NUM
fsr-3404	273	12	50	50	NUM
fsr-3404	273	13	60	60	NUM
fsr-3404	273	14	65	65	NUM
fsr-3404	273	15	90	90	NUM
fsr-3404	273	16	m	m	NOUN
fsr-3404	273	17	in	in	ADP
fsr-3404	273	18	i	i	PRON
fsr-3404	273	19	m	m	VERB
fsr-3404	273	20	um	um	INTJ
fsr-3404	273	21	4	4	NUM
fsr-3404	273	22	,	,	PUNCT
fsr-3404	273	23	33	33	NUM
fsr-3404	273	24	9	9	NUM
fsr-3404	273	25	,	,	PUNCT
fsr-3404	273	26	99	99	NUM
fsr-3404	273	27	1	1	NUM
fsr-3404	273	28	4	4	NUM
fsr-3404	273	29	,	,	PUNCT
fsr-3404	273	30	25	25	NUM
fsr-3404	273	31	6	6	NUM
fsr-3404	273	32	,	,	PUNCT
fsr-3404	273	33	48	48	NUM
fsr-3404	273	34	8	8	NUM
fsr-3404	273	35	st	st	PROPN
fsr-3404	273	36	ar	ar	PROPN
fsr-3404	273	37	tin	tin	NOUN
fsr-3404	273	38	g	g	PROPN
fsr-3404	273	39	in	in	ADP
fsr-3404	273	40	co	co	NOUN
fsr-3404	273	41	m	m	PROPN
fsr-3404	273	42	e	e	NOUN
fsr-3404	273	43	in	in	ADP
fsr-3404	273	44	co	co	NOUN
fsr-3404	273	45	m	m	PROPN
fsr-3404	273	46	e	e	NOUN
fsr-3404	273	47	gr	gr	INTJ
fsr-3404	273	48	ow	ow	INTJ
fsr-3404	273	49	th	th	X
fsr-3404	273	50	r	r	NOUN
fsr-3404	273	51	at	at	ADP
fsr-3404	273	52	e	e	NOUN
fsr-3404	273	53	of	of	ADP
fsr-3404	273	54	in	in	ADP
fsr-3404	273	55	fla	fla	PROPN
fsr-3404	273	56	tio	tio	NOUN
fsr-3404	273	57	n	n	ADV
fsr-3404	273	58	c	c	X
fsr-3404	273	59	on	on	ADP
fsr-3404	273	60	tr	tr	VERB
fsr-3404	273	61	ib	ib	PROPN
fsr-3404	273	62	ut	ut	PROPN
fsr-3404	273	63	io	io	PROPN
fsr-3404	273	64	n	n	PROPN
fsr-3404	273	65	m	m	VERB
fsr-3404	273	66	ax	ax	ADJ
fsr-3404	274	1	i	i	PRON
fsr-3404	274	2	m	m	VERB
fsr-3404	274	3	um	um	INTJ
fsr-3404	274	4	7	7	NUM
fsr-3404	274	5	,	,	PUNCT
fsr-3404	274	6	17	17	NUM
fsr-3404	274	7	0	0	NUM
fsr-3404	274	8	,	,	PUNCT
fsr-3404	274	9	88	88	NUM
fsr-3404	274	10	0	0	NUM
fsr-3404	274	11	7	7	NUM
fsr-3404	274	12	,	,	PUNCT
fsr-3404	274	13	64	64	NUM
fsr-3404	274	14	3	3	NUM
fsr-3404	274	15	,	,	PUNCT
fsr-3404	274	16	98	98	NUM
fsr-3404	274	17	8	8	NUM
fsr-3404	274	18	50	50	NUM
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fsr-3404	302	208	%	%	NOUN
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fsr-3404	302	210	,	,	PUNCT
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fsr-3404	302	214	,	,	PUNCT
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fsr-3404	302	218	.	.	PUNCT
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fsr-3404	302	221	%	%	NOUN
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fsr-3404	302	225	%	%	NOUN
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fsr-3404	302	227	,	,	PUNCT
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fsr-3404	302	233	,	,	PUNCT
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fsr-3404	302	242	,	,	PUNCT
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fsr-3404	302	250	,	,	PUNCT
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fsr-3404	302	254	%	%	NOUN
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fsr-3404	302	256	,	,	PUNCT
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fsr-3404	302	260	,	,	PUNCT
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fsr-3404	302	264	,	,	PUNCT
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fsr-3404	302	268	%	%	NOUN
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fsr-3404	302	270	,	,	PUNCT
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fsr-3404	302	274	,	,	PUNCT
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fsr-3404	302	278	.	.	PUNCT
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fsr-3404	302	281	%	%	NOUN
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fsr-3404	302	285	%	%	NOUN
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fsr-3404	302	287	,	,	PUNCT
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fsr-3404	302	293	,	,	PUNCT
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fsr-3404	302	297	.	.	NOUN
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fsr-3404	302	302	,	,	PUNCT
fsr-3404	302	303	5	5	NUM
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fsr-3404	302	306	,	,	PUNCT
fsr-3404	302	307	2	2	NUM
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fsr-3404	302	310	,	,	PUNCT
fsr-3404	302	311	2	2	NUM
fsr-3404	302	312	52	52	NUM
fsr-3404	302	313	15	15	NUM
fsr-3404	302	314	%	%	NOUN
fsr-3404	302	315	8	8	NUM
fsr-3404	302	316	,	,	PUNCT
fsr-3404	302	317	85	85	NUM
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fsr-3404	302	320	,	,	PUNCT
fsr-3404	302	321	7	7	NUM
fsr-3404	302	322	09	09	NUM
fsr-3404	302	323	77	77	NUM
fsr-3404	302	324	,	,	PUNCT
fsr-3404	302	325	8	8	NUM
fsr-3404	302	326	44	44	NUM
fsr-3404	302	327	15	15	NUM
fsr-3404	302	328	%	%	NOUN
fsr-3404	302	329	10	10	NUM
fsr-3404	302	330	,	,	PUNCT
fsr-3404	302	331	5	5	NUM
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fsr-3404	302	334	,	,	PUNCT
fsr-3404	302	335	2	2	NUM
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fsr-3404	302	337	8	8	NUM
fsr-3404	302	338	.	.	PUNCT
fsr-3404	302	339	21	21	NUM
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fsr-3404	302	341	%	%	NOUN
fsr-3404	302	342	13	13	NUM
fsr-3404	302	343	.8	.8	NUM
fsr-3404	302	344	66	66	NUM
fsr-3404	302	345	%	%	NOUN
fsr-3404	302	346	57	57	NUM
fsr-3404	302	347	,	,	PUNCT
fsr-3404	302	348	4	4	NUM
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fsr-3404	302	352	8	8	NUM
fsr-3404	302	353	,	,	PUNCT
fsr-3404	302	354	34	34	NUM
fsr-3404	302	355	7	7	NUM
fsr-3404	302	356	1	1	NUM
fsr-3404	302	357	.	.	PUNCT
fsr-3404	302	358	70	70	NUM
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fsr-3404	302	360	3	3	NUM
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fsr-3404	302	362	,	,	PUNCT
fsr-3404	302	363	0	0	NUM
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fsr-3404	302	366	,	,	PUNCT
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fsr-3404	302	371	,	,	PUNCT
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fsr-3404	302	375	%	%	NOUN
fsr-3404	302	376	27	27	NUM
fsr-3404	302	377	,	,	PUNCT
fsr-3404	302	378	5	5	NUM
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fsr-3404	302	382	,	,	PUNCT
fsr-3404	302	383	92	92	NUM
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fsr-3404	302	387	,	,	PUNCT
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fsr-3404	302	391	%	%	NOUN
fsr-3404	302	392	31	31	NUM
fsr-3404	302	393	,	,	PUNCT
fsr-3404	302	394	8	8	NUM
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fsr-3404	302	398	,	,	PUNCT
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fsr-3404	302	401	8	8	NUM
fsr-3404	302	402	.	.	PUNCT
fsr-3404	302	403	21	21	NUM
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fsr-3404	302	405	%	%	NOUN
fsr-3404	302	406	13	13	NUM
fsr-3404	302	407	.8	.8	NUM
fsr-3404	302	408	66	66	NUM
fsr-3404	302	409	%	%	NOUN
fsr-3404	302	410	45	45	NUM
fsr-3404	302	411	0	0	NUM
fsr-3404	302	412	,	,	PUNCT
fsr-3404	302	413	11	11	NUM
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fsr-3404	302	415	49	49	NUM
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fsr-3404	302	417	2	2	NUM
fsr-3404	302	418	,	,	PUNCT
fsr-3404	302	419	04	04	NUM
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fsr-3404	302	421	1	1	NUM
fsr-3404	302	422	.	.	PUNCT
fsr-3404	302	423	75	75	NUM
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fsr-3404	302	425	1	1	NUM
fsr-3404	302	426	17	17	NUM
fsr-3404	302	427	,	,	PUNCT
fsr-3404	302	428	5	5	NUM
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fsr-3404	302	431	,	,	PUNCT
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fsr-3404	302	436	,	,	PUNCT
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fsr-3404	302	440	%	%	NOUN
fsr-3404	302	441	30	30	NUM
fsr-3404	302	442	,	,	PUNCT
fsr-3404	302	443	1	1	NUM
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fsr-3404	302	447	,	,	PUNCT
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fsr-3404	302	452	,	,	PUNCT
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fsr-3404	302	456	%	%	NOUN
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fsr-3404	302	458	,	,	PUNCT
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fsr-3404	302	470	%	%	NOUN
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fsr-3404	302	474	%	%	NOUN
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fsr-3404	302	477	,	,	PUNCT
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fsr-3404	302	480	(	(	PUNCT
fsr-3404	302	481	c	c	NOUN
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fsr-3404	302	486	on	on	ADP
fsr-3404	302	487	ne	ne	PROPN
fsr-3404	302	488	xt	xt	PROPN
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fsr-3404	302	490	ge	ge	PROPN
fsr-3404	302	491	)	)	PUNCT
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fsr-3404	302	493	t.	t.	NOUN
fsr-3404	302	494	manuel	manuel	NOUN
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fsr-3404	302	496	al	al	PROPN
fsr-3404	302	497	.	.	PUNCT
fsr-3404	302	498	/	/	SYM
fsr-3404	302	499	financial	financial	ADJ
fsr-3404	302	500	services	service	NOUN
fsr-3404	302	501	review	review	VERB
fsr-3404	302	502	27	27	NUM
fsr-3404	302	503	(	(	PUNCT
fsr-3404	302	504	2018	2018	NUM
fsr-3404	302	505	)	)	PUNCT
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fsr-3404	302	507	-	-	SYM
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fsr-3404	303	1	a	a	DET
fsr-3404	303	2	pp	pp	X
fsr-3404	303	3	en	en	X
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fsr-3404	303	5	x	x	PROPN
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fsr-3404	303	9	1	1	NUM
fsr-3404	303	10	(	(	PUNCT
fsr-3404	303	11	c	c	NOUN
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fsr-3404	303	13	tin	tin	NOUN
fsr-3404	303	14	ue	ue	PROPN
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fsr-3404	303	16	)	)	PUNCT
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fsr-3404	303	21	,	,	PUNCT
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fsr-3404	303	23	nt	not	PART
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fsr-3404	304	11	ir	ir	PROPN
fsr-3404	305	1	a	a	DET
fsr-3404	305	2	r	r	NOUN
fsr-3404	305	3	ot	ot	NOUN
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fsr-3404	305	14	s	s	PART
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fsr-3404	305	33	a	a	DET
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fsr-3404	305	41	de	de	X
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fsr-3404	305	49	t	t	PROPN
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fsr-3404	305	52	le	le	X
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fsr-3404	306	14	t	t	PROPN
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fsr-3404	306	17	le	le	X
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fsr-3404	306	20	m	m	PROPN
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fsr-3404	306	27	ta	ta	X
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fsr-3404	315	97	%	%	NOUN
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fsr-3404	315	126	%	%	NOUN
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fsr-3404	315	129	,	,	PUNCT
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fsr-3404	315	134	,	,	PUNCT
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fsr-3404	315	140	,	,	PUNCT
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fsr-3404	315	144	.	.	SYM
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fsr-3404	315	155	%	%	NOUN
fsr-3404	315	156	0	0	NUM
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fsr-3404	315	158	,	,	PUNCT
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fsr-3404	316	2	:	:	PUNCT
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fsr-3404	316	19	t	t	PROPN
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fsr-3404	318	54	(	(	PUNCT
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fsr-3404	323	49	e	e	PROPN
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fsr-3404	330	51	te	te	ADP
fsr-3404	330	52	r	r	NOUN
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fsr-3404	344	46	%	%	NOUN
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fsr-3404	355	275	2	2	NUM
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fsr-3404	355	278	.	.	PUNCT
fsr-3404	355	279	21	21	NUM
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fsr-3404	355	281	%	%	NOUN
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fsr-3404	355	283	.8	.8	NUM
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fsr-3404	355	285	%	%	NOUN
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fsr-3404	355	287	,	,	PUNCT
fsr-3404	355	288	6	6	NUM
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fsr-3404	355	292	7	7	NUM
fsr-3404	355	293	,	,	PUNCT
fsr-3404	355	294	05	05	NUM
fsr-3404	355	295	8	8	NUM
fsr-3404	355	296	1	1	NUM
fsr-3404	355	297	.	.	NOUN
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fsr-3404	355	302	,	,	PUNCT
fsr-3404	355	303	5	5	NUM
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fsr-3404	355	306	,	,	PUNCT
fsr-3404	355	307	8	8	NUM
fsr-3404	355	308	23	23	NUM
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fsr-3404	355	310	,	,	PUNCT
fsr-3404	355	311	6	6	NUM
fsr-3404	355	312	43	43	NUM
fsr-3404	355	313	12	12	NUM
fsr-3404	355	314	%	%	NOUN
fsr-3404	355	315	7	7	NUM
fsr-3404	355	316	,	,	PUNCT
fsr-3404	355	317	67	67	NUM
fsr-3404	355	318	5	5	NUM
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fsr-3404	355	320	,	,	PUNCT
fsr-3404	355	321	7	7	NUM
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fsr-3404	355	324	,	,	PUNCT
fsr-3404	355	325	2	2	NUM
fsr-3404	355	326	35	35	NUM
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fsr-3404	355	328	%	%	NOUN
fsr-3404	355	329	9	9	NUM
fsr-3404	355	330	,	,	PUNCT
fsr-3404	355	331	06	06	NUM
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fsr-3404	355	334	,	,	PUNCT
fsr-3404	355	335	5	5	NUM
fsr-3404	355	336	28	28	NUM
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fsr-3404	355	338	.	.	PUNCT
fsr-3404	355	339	21	21	NUM
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fsr-3404	355	341	%	%	NOUN
fsr-3404	355	342	13	13	NUM
fsr-3404	355	343	.8	.8	NUM
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fsr-3404	355	345	%	%	NOUN
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fsr-3404	355	347	,	,	PUNCT
fsr-3404	355	348	4	4	NUM
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fsr-3404	355	352	8	8	NUM
fsr-3404	355	353	,	,	PUNCT
fsr-3404	355	354	34	34	NUM
fsr-3404	355	355	7	7	NUM
fsr-3404	355	356	1	1	NUM
fsr-3404	355	357	.	.	PUNCT
fsr-3404	355	358	70	70	NUM
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fsr-3404	355	360	3	3	NUM
fsr-3404	355	361	17	17	NUM
fsr-3404	355	362	,	,	PUNCT
fsr-3404	355	363	0	0	NUM
fsr-3404	355	364	24	24	NUM
fsr-3404	355	365	40	40	NUM
fsr-3404	355	366	,	,	PUNCT
fsr-3404	355	367	8	8	NUM
fsr-3404	355	368	58	58	NUM
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fsr-3404	355	370	0	0	NUM
fsr-3404	355	371	,	,	PUNCT
fsr-3404	355	372	46	46	NUM
fsr-3404	355	373	4	4	NUM
fsr-3404	355	374	22	22	NUM
fsr-3404	355	375	%	%	NOUN
fsr-3404	355	376	23	23	NUM
fsr-3404	355	377	,	,	PUNCT
fsr-3404	355	378	6	6	NUM
fsr-3404	355	379	77	77	NUM
fsr-3404	355	380	11	11	NUM
fsr-3404	355	381	0	0	NUM
fsr-3404	355	382	,	,	PUNCT
fsr-3404	355	383	22	22	NUM
fsr-3404	355	384	2	2	NUM
fsr-3404	355	385	18	18	NUM
fsr-3404	355	386	7	7	NUM
fsr-3404	355	387	,	,	PUNCT
fsr-3404	355	388	48	48	NUM
fsr-3404	355	389	9	9	NUM
fsr-3404	355	390	22	22	NUM
fsr-3404	355	391	%	%	NOUN
fsr-3404	355	392	27	27	NUM
fsr-3404	355	393	,	,	PUNCT
fsr-3404	355	394	4	4	NUM
fsr-3404	355	395	22	22	NUM
fsr-3404	355	396	10	10	NUM
fsr-3404	355	397	8	8	NUM
fsr-3404	355	398	,	,	PUNCT
fsr-3404	355	399	02	02	NUM
fsr-3404	355	400	2	2	NUM
fsr-3404	355	401	8	8	NUM
fsr-3404	355	402	.	.	PUNCT
fsr-3404	355	403	21	21	NUM
fsr-3404	355	404	9	9	NUM
fsr-3404	355	405	%	%	NOUN
fsr-3404	355	406	13	13	NUM
fsr-3404	355	407	.8	.8	NUM
fsr-3404	355	408	66	66	NUM
fsr-3404	355	409	%	%	NOUN
fsr-3404	355	410	58	58	NUM
fsr-3404	355	411	6	6	NUM
fsr-3404	355	412	,	,	PUNCT
fsr-3404	355	413	72	72	NUM
fsr-3404	355	414	2	2	NUM
fsr-3404	355	415	49	49	NUM
fsr-3404	355	416	24	24	NUM
fsr-3404	355	417	2	2	NUM
fsr-3404	355	418	,	,	PUNCT
fsr-3404	355	419	04	04	NUM
fsr-3404	355	420	8	8	NUM
fsr-3404	355	421	1	1	NUM
fsr-3404	355	422	.	.	PUNCT
fsr-3404	355	423	75	75	NUM
fsr-3404	355	424	35	35	NUM
fsr-3404	355	425	1	1	NUM
fsr-3404	355	426	17	17	NUM
fsr-3404	355	427	,	,	PUNCT
fsr-3404	355	428	5	5	NUM
fsr-3404	355	429	35	35	NUM
fsr-3404	355	430	42	42	NUM
fsr-3404	355	431	,	,	PUNCT
fsr-3404	355	432	0	0	NUM
fsr-3404	355	433	84	84	NUM
fsr-3404	355	434	18	18	NUM
fsr-3404	355	435	2	2	NUM
fsr-3404	355	436	,	,	PUNCT
fsr-3404	355	437	42	42	NUM
fsr-3404	355	438	9	9	NUM
fsr-3404	355	439	22	22	NUM
fsr-3404	355	440	%	%	NOUN
fsr-3404	355	441	25	25	NUM
fsr-3404	355	442	,	,	PUNCT
fsr-3404	355	443	8	8	NUM
fsr-3404	355	444	94	94	NUM
fsr-3404	355	445	11	11	NUM
fsr-3404	355	446	3	3	NUM
fsr-3404	355	447	,	,	PUNCT
fsr-3404	355	448	27	27	NUM
fsr-3404	355	449	0	0	NUM
fsr-3404	355	450	19	19	NUM
fsr-3404	355	451	9	9	NUM
fsr-3404	355	452	,	,	PUNCT
fsr-3404	355	453	96	96	NUM
fsr-3404	355	454	4	4	NUM
fsr-3404	355	455	22	22	NUM
fsr-3404	355	456	%	%	NOUN
fsr-3404	355	457	29	29	NUM
fsr-3404	355	458	,	,	PUNCT
fsr-3404	355	459	7	7	NUM
fsr-3404	355	460	52	52	NUM
fsr-3404	355	461	11	11	NUM
fsr-3404	355	462	1	1	NUM
fsr-3404	355	463	,	,	PUNCT
fsr-3404	355	464	07	07	NUM
fsr-3404	355	465	0	0	NUM
fsr-3404	355	466	8	8	NUM
fsr-3404	355	467	.	.	PUNCT
fsr-3404	355	468	21	21	NUM
fsr-3404	355	469	9	9	NUM
fsr-3404	355	470	%	%	NOUN
fsr-3404	355	471	13	13	NUM
fsr-3404	355	472	.8	.8	NUM
fsr-3404	355	473	66	66	NUM
fsr-3404	355	474	%	%	NOUN
fsr-3404	355	475	66	66	NUM
fsr-3404	355	476	8	8	NUM
fsr-3404	355	477	,	,	PUNCT
fsr-3404	355	478	70	70	NUM
fsr-3404	355	479	2	2	NUM
fsr-3404	355	480	50	50	NUM
fsr-3404	355	481	25	25	NUM
fsr-3404	355	482	6	6	NUM
fsr-3404	355	483	,	,	PUNCT
fsr-3404	355	484	57	57	NUM
fsr-3404	355	485	1	1	NUM
fsr-3404	355	486	1	1	NUM
fsr-3404	355	487	.	.	PUNCT
fsr-3404	355	488	80	80	NUM
fsr-3404	355	489	61	61	NUM
fsr-3404	355	490	1	1	NUM
fsr-3404	355	491	19	19	NUM
fsr-3404	355	492	,	,	PUNCT
fsr-3404	355	493	0	0	NUM
fsr-3404	355	494	61	61	NUM
fsr-3404	355	495	43	43	NUM
fsr-3404	355	496	,	,	PUNCT
fsr-3404	355	497	3	3	NUM
fsr-3404	355	498	47	47	NUM
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fsr-3404	355	500	4	4	NUM
fsr-3404	355	501	,	,	PUNCT
fsr-3404	355	502	16	16	NUM
fsr-3404	355	503	3	3	NUM
fsr-3404	355	504	22	22	NUM
fsr-3404	355	505	%	%	NOUN
fsr-3404	355	506	28	28	NUM
fsr-3404	355	507	,	,	PUNCT
fsr-3404	355	508	0	0	NUM
fsr-3404	355	509	48	48	NUM
fsr-3404	355	510	11	11	NUM
fsr-3404	355	511	5	5	NUM
fsr-3404	355	512	,	,	PUNCT
fsr-3404	355	513	97	97	NUM
fsr-3404	355	514	4	4	NUM
fsr-3404	355	515	21	21	NUM
fsr-3404	355	516	3	3	NUM
fsr-3404	355	517	,	,	PUNCT
fsr-3404	355	518	22	22	NUM
fsr-3404	355	519	4	4	NUM
fsr-3404	355	520	22	22	NUM
fsr-3404	355	521	%	%	NOUN
fsr-3404	355	522	32	32	NUM
fsr-3404	355	523	,	,	PUNCT
fsr-3404	355	524	2	2	NUM
fsr-3404	355	525	42	42	NUM
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fsr-3404	355	527	3	3	NUM
fsr-3404	355	528	,	,	PUNCT
fsr-3404	355	529	65	65	NUM
fsr-3404	355	530	2	2	NUM
fsr-3404	355	531	7	7	NUM
fsr-3404	355	532	.	.	NOUN
fsr-3404	355	533	74	74	NUM
fsr-3404	355	534	2	2	NUM
fsr-3404	355	535	%	%	NOUN
fsr-3404	355	536	12	12	NUM
fsr-3404	355	537	.0	.0	NUM
fsr-3404	355	538	89	89	NUM
fsr-3404	355	539	%	%	NOUN
fsr-3404	355	540	80	80	NUM
fsr-3404	355	541	7	7	NUM
fsr-3404	355	542	,	,	PUNCT
fsr-3404	355	543	05	05	NUM
fsr-3404	355	544	3	3	NUM
fsr-3404	355	545	(	(	PUNCT
fsr-3404	355	546	c	c	NOUN
fsr-3404	355	547	on	on	ADP
fsr-3404	355	548	ti	ti	PROPN
fsr-3404	355	549	nu	nu	PROPN
fsr-3404	355	550	ed	ed	PROPN
fsr-3404	355	551	on	on	ADP
fsr-3404	355	552	ne	ne	PROPN
fsr-3404	355	553	xt	xt	PROPN
fsr-3404	355	554	pa	pa	PROPN
fsr-3404	355	555	ge	ge	PROPN
fsr-3404	355	556	)	)	PUNCT
fsr-3404	355	557	362	362	NUM
fsr-3404	355	558	t.	t.	NOUN
fsr-3404	355	559	manuel	manuel	PROPN
fsr-3404	355	560	et	et	PROPN
fsr-3404	355	561	al	al	PROPN
fsr-3404	355	562	.	.	PUNCT
fsr-3404	355	563	/	/	SYM
fsr-3404	355	564	financial	financial	ADJ
fsr-3404	355	565	services	service	NOUN
fsr-3404	355	566	review	review	VERB
fsr-3404	355	567	27	27	NUM
fsr-3404	355	568	(	(	PUNCT
fsr-3404	355	569	2018	2018	NUM
fsr-3404	355	570	)	)	PUNCT
fsr-3404	355	571	345	345	NUM
fsr-3404	355	572	-	-	SYM
fsr-3404	355	573	365	365	NUM
fsr-3404	355	574	a	a	DET
fsr-3404	355	575	pp	pp	X
fsr-3404	355	576	en	en	X
fsr-3404	355	577	di	di	X
fsr-3404	355	578	x	x	PROPN
fsr-3404	355	579	t	t	PROPN
fsr-3404	355	580	ab	ab	PROPN
fsr-3404	355	581	le	le	X
fsr-3404	355	582	2	2	PROPN
fsr-3404	355	583	(	(	PUNCT
fsr-3404	355	584	c	c	NOUN
fsr-3404	355	585	on	on	ADP
fsr-3404	355	586	tin	tin	NOUN
fsr-3404	355	587	ue	ue	PROPN
fsr-3404	355	588	d	d	PROPN
fsr-3404	355	589	)	)	PUNCT
fsr-3404	355	590	in	in	ADP
fsr-3404	355	591	co	co	NOUN
fsr-3404	355	592	m	m	PROPN
fsr-3404	355	593	e	e	PROPN
fsr-3404	355	594	,	,	PUNCT
fsr-3404	355	595	co	co	X
fsr-3404	355	596	nt	not	PART
fsr-3404	355	597	ri	ri	PROPN
fsr-3404	355	598	bu	bu	PROPN
fsr-3404	355	599	tio	tio	PROPN
fsr-3404	355	600	ns	ns	INTJ
fsr-3404	355	601	,	,	PUNCT
fsr-3404	355	602	ex	ex	VERB
fsr-3404	356	1	em	em	PROPN
fsr-3404	356	2	pt	pt	X
fsr-3404	356	3	io	io	PROPN
fsr-3404	356	4	ns	ns	PROPN
fsr-3404	356	5	t	t	PROPN
fsr-3404	356	6	ra	ra	PROPN
fsr-3404	356	7	di	di	NOUN
fsr-3404	356	8	tio	tio	NOUN
fsr-3404	356	9	na	na	PROPN
fsr-3404	356	10	l	l	NOUN
fsr-3404	356	11	ir	ir	PROPN
fsr-3404	357	1	a	a	DET
fsr-3404	357	2	r	r	NOUN
fsr-3404	357	3	ot	ot	NOUN
fsr-3404	357	4	h	h	NOUN
fsr-3404	357	5	ir	ir	PROPN
fsr-3404	357	6	a	a	PRON
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fsr-3404	357	8	ve	ve	PROPN
fsr-3404	357	9	st	st	PROPN
fsr-3404	357	10	m	m	PROPN
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fsr-3404	357	12	t	t	PROPN
fsr-3404	357	13	/	/	SYM
fsr-3404	357	14	s	s	PART
fsr-3404	357	15	av	av	NOUN
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fsr-3404	357	17	gs	gs	PROPN
fsr-3404	357	18	a	a	DET
fsr-3404	357	19	ge	ge	PROPN
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fsr-3404	357	21	co	co	NOUN
fsr-3404	357	22	m	m	PROPN
fsr-3404	357	23	e	e	PROPN
fsr-3404	357	24	d	d	X
fsr-3404	357	25	efl	efl	PROPN
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fsr-3404	357	27	or	or	CCONJ
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fsr-3404	357	29	de	de	PROPN
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fsr-3404	357	31	d	d	PROPN
fsr-3404	357	32	ir	ir	PROPN
fsr-3404	357	33	a	a	DET
fsr-3404	357	34	co	co	NOUN
fsr-3404	357	35	nt	not	PART
fsr-3404	357	36	ri	ri	PROPN
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fsr-3404	357	39	ns	ns	INTJ
fsr-3404	357	40	in	in	ADP
fsr-3404	357	41	de	de	X
fsr-3404	357	42	xe	xe	PROPN
fsr-3404	357	43	d	d	PROPN
fsr-3404	357	44	de	de	PROPN
fsr-3404	357	45	du	du	PROPN
fsr-3404	357	46	ct	ct	PROPN
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fsr-3404	357	48	n	n	PROPN
fsr-3404	357	49	t	t	PROPN
fsr-3404	357	50	ax	ax	NOUN
fsr-3404	357	51	ab	ab	PROPN
fsr-3404	357	52	le	le	X
fsr-3404	357	53	in	in	ADP
fsr-3404	357	54	co	co	NOUN
fsr-3404	357	55	m	m	PROPN
fsr-3404	357	56	e	e	PROPN
fsr-3404	357	57	m	m	PROPN
fsr-3404	357	58	ar	ar	NOUN
fsr-3404	357	59	gi	gi	NOUN
fsr-3404	357	60	na	na	ADP
fsr-3404	357	61	l	l	NOUN
fsr-3404	357	62	ta	ta	X
fsr-3404	357	63	x	x	SYM
fsr-3404	357	64	ra	ra	PROPN
fsr-3404	358	1	te	te	INTJ
fsr-3404	358	2	t	t	NOUN
fsr-3404	358	3	ax	ax	NOUN
fsr-3404	358	4	es	es	VERB
fsr-3404	358	5	r	r	NOUN
fsr-3404	358	6	ea	ea	NOUN
fsr-3404	358	7	l	l	NOUN
fsr-3404	358	8	co	co	X
fsr-3404	358	9	ns	ns	PROPN
fsr-3404	358	10	um	um	INTJ
fsr-3404	358	11	pt	pt	X
fsr-3404	358	12	io	io	PROPN
fsr-3404	358	13	n	n	PROPN
fsr-3404	358	14	t	t	PROPN
fsr-3404	358	15	ax	ax	NOUN
fsr-3404	358	16	ab	ab	PROPN
fsr-3404	358	17	le	le	X
fsr-3404	358	18	in	in	ADP
fsr-3404	358	19	co	co	NOUN
fsr-3404	358	20	m	m	PROPN
fsr-3404	358	21	e	e	PROPN
fsr-3404	358	22	m	m	PROPN
fsr-3404	358	23	ar	ar	NOUN
fsr-3404	358	24	gi	gi	NOUN
fsr-3404	358	25	na	na	ADP
fsr-3404	358	26	l	l	NOUN
fsr-3404	358	27	ta	ta	X
fsr-3404	358	28	x	x	SYM
fsr-3404	358	29	ra	ra	PROPN
fsr-3404	359	1	te	te	INTJ
fsr-3404	359	2	t	t	NOUN
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fsr-3404	359	5	r	r	NOUN
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fsr-3404	359	9	ns	ns	PROPN
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fsr-3404	359	11	pt	pt	X
fsr-3404	359	12	io	io	PROPN
fsr-3404	359	13	n	n	PROPN
fsr-3404	359	14	a	a	DET
fsr-3404	359	15	ve	ve	NOUN
fsr-3404	359	16	ra	ra	PROPN
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fsr-3404	359	18	re	re	PROPN
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fsr-3404	359	20	rn	rn	PROPN
fsr-3404	359	21	st	st	PROPN
fsr-3404	359	22	an	an	DET
fsr-3404	359	23	da	da	PROPN
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fsr-3404	360	497	%	%	NOUN
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fsr-3404	360	499	,	,	PUNCT
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fsr-3404	360	504	,	,	PUNCT
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fsr-3404	360	513	%	%	NOUN
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fsr-3404	360	515	,	,	PUNCT
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fsr-3404	360	520	,	,	PUNCT
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fsr-3404	360	524	.	.	NOUN
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fsr-3404	360	529	.	.	SYM
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fsr-3404	360	532	%	%	NOUN
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fsr-3404	360	534	,	,	PUNCT
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fsr-3404	360	543	,	,	PUNCT
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fsr-3404	360	547	.	.	PUNCT
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fsr-3404	360	552	,	,	PUNCT
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fsr-3404	360	556	,	,	PUNCT
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fsr-3404	360	561	,	,	PUNCT
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fsr-3404	360	563	8	8	NUM
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fsr-3404	360	565	%	%	NOUN
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fsr-3404	360	567	,	,	PUNCT
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fsr-3404	360	572	,	,	PUNCT
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fsr-3404	360	576	3	3	NUM
fsr-3404	360	577	,	,	PUNCT
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fsr-3404	360	579	1	1	NUM
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fsr-3404	360	581	%	%	NOUN
fsr-3404	360	582	85	85	NUM
fsr-3404	360	583	,	,	PUNCT
fsr-3404	360	584	7	7	NUM
fsr-3404	360	585	70	70	NUM
fsr-3404	360	586	16	16	NUM
fsr-3404	360	587	3	3	NUM
fsr-3404	360	588	,	,	PUNCT
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fsr-3404	360	592	.	.	NOUN
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fsr-3404	360	594	3	3	NUM
fsr-3404	360	595	%	%	NOUN
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fsr-3404	360	597	.	.	SYM
fsr-3404	360	598	06	06	NUM
fsr-3404	360	599	1	1	NUM
fsr-3404	360	600	%	%	NOUN
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fsr-3404	360	602	,	,	PUNCT
fsr-3404	360	603	24	24	NUM
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fsr-3404	360	605	,	,	PUNCT
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fsr-3404	360	607	5	5	NUM
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fsr-3404	360	615	.	.	PUNCT
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fsr-3404	360	620	,	,	PUNCT
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fsr-3404	360	624	,	,	PUNCT
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fsr-3404	360	629	,	,	PUNCT
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fsr-3404	360	651	,	,	PUNCT
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fsr-3404	360	656	,	,	PUNCT
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fsr-3404	360	665	.	.	SYM
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fsr-3404	360	668	%	%	NOUN
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fsr-3404	360	670	,	,	PUNCT
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fsr-3404	360	673	,	,	PUNCT
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fsr-3404	360	679	,	,	PUNCT
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fsr-3404	360	683	.	.	PUNCT
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fsr-3404	360	688	,	,	PUNCT
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fsr-3404	360	701	%	%	NOUN
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fsr-3404	360	703	,	,	PUNCT
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fsr-3404	360	708	,	,	PUNCT
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fsr-3404	360	717	%	%	NOUN
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fsr-3404	360	719	,	,	PUNCT
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fsr-3404	360	738	,	,	PUNCT
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fsr-3404	360	744	w	w	NOUN
fsr-3404	360	745	or	or	CCONJ
fsr-3404	360	746	ki	ki	INTJ
fsr-3404	360	747	ng	ng	PROPN
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fsr-3404	360	749	,	,	PUNCT
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fsr-3404	360	825	t	t	PROPN
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fsr-3404	360	834	r	r	NOUN
fsr-3404	360	835	ot	ot	NOUN
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fsr-3404	363	481	2	2	NUM
fsr-3404	363	482	,	,	PUNCT
fsr-3404	363	483	15	15	NUM
fsr-3404	363	484	2	2	NUM
fsr-3404	363	485	59	59	NUM
fsr-3404	363	486	,	,	PUNCT
fsr-3404	363	487	4	4	NUM
fsr-3404	363	488	35	35	NUM
fsr-3404	363	489	10	10	NUM
fsr-3404	363	490	%	%	NOUN
fsr-3404	363	491	5	5	NUM
fsr-3404	363	492	,	,	PUNCT
fsr-3404	363	493	94	94	NUM
fsr-3404	363	494	3	3	NUM
fsr-3404	363	495	35	35	NUM
fsr-3404	363	496	,	,	PUNCT
fsr-3404	363	497	9	9	NUM
fsr-3404	363	498	52	52	NUM
fsr-3404	363	499	0	0	NUM
fsr-3404	363	500	36	36	NUM
fsr-3404	363	501	,	,	PUNCT
fsr-3404	363	502	9	9	NUM
fsr-3404	363	503	91	91	NUM
fsr-3404	363	504	90	90	NUM
fsr-3404	363	505	21	21	NUM
fsr-3404	363	506	1	1	NUM
fsr-3404	363	507	,	,	PUNCT
fsr-3404	363	508	58	58	NUM
fsr-3404	363	509	7	7	NUM
fsr-3404	363	510	5	5	NUM
fsr-3404	363	511	.	.	NUM
fsr-3404	363	512	89	89	NUM
fsr-3404	363	513	16	16	NUM
fsr-3404	363	514	0	0	NUM
fsr-3404	363	515	15	15	NUM
fsr-3404	363	516	6	6	NUM
fsr-3404	363	517	,	,	PUNCT
fsr-3404	363	518	71	71	NUM
fsr-3404	363	519	7	7	NUM
fsr-3404	363	520	54	54	NUM
fsr-3404	363	521	,	,	PUNCT
fsr-3404	363	522	8	8	NUM
fsr-3404	363	523	70	70	NUM
fsr-3404	363	524	10	10	NUM
fsr-3404	363	525	%	%	NOUN
fsr-3404	363	526	5	5	NUM
fsr-3404	363	527	,	,	PUNCT
fsr-3404	363	528	48	48	NUM
fsr-3404	363	529	7	7	NUM
fsr-3404	363	530	34	34	NUM
fsr-3404	363	531	,	,	PUNCT
fsr-3404	363	532	9	9	NUM
fsr-3404	363	533	82	82	NUM
fsr-3404	363	534	0	0	NUM
fsr-3404	363	535	35	35	NUM
fsr-3404	363	536	,	,	PUNCT
fsr-3404	363	537	9	9	NUM
fsr-3404	363	538	13	13	NUM
fsr-3404	363	539	n	n	NUM
fsr-3404	363	540	ot	ot	NOUN
fsr-3404	363	541	e	e	NOUN
fsr-3404	363	542	:	:	PUNCT
fsr-3404	363	543	ir	ir	PROPN
fsr-3404	363	544	a	a	DET
fsr-3404	363	545	�	�	PROPN
fsr-3404	363	546	in	in	ADP
fsr-3404	363	547	di	di	PROPN
fsr-3404	363	548	vi	vi	PROPN
fsr-3404	363	549	du	du	PROPN
fsr-3404	363	550	al	al	PROPN
fsr-3404	363	551	re	re	PROPN
fsr-3404	363	552	tir	tir	VERB
fsr-3404	363	553	em	em	PRON
fsr-3404	363	554	en	en	PROPN
fsr-3404	363	555	t	t	PROPN
fsr-3404	363	556	ac	ac	PROPN
fsr-3404	363	557	co	co	PROPN
fsr-3404	363	558	un	un	PROPN
fsr-3404	363	559	t	t	PROPN
fsr-3404	363	560	;	;	PUNCT
fsr-3404	363	561	t	t	PROPN
fsr-3404	363	562	c	c	PROPN
fsr-3404	363	563	ja	ja	PROPN
fsr-3404	363	564	�	�	PROPN
fsr-3404	363	565	t	t	PROPN
fsr-3404	363	566	ax	ax	NOUN
fsr-3404	363	567	c	c	PROPN
fsr-3404	363	568	ut	ut	PROPN
fsr-3404	364	1	an	an	PROPN
fsr-3404	364	2	d	d	X
fsr-3404	364	3	jo	jo	PROPN
fsr-3404	364	4	bs	bs	PROPN
fsr-3404	364	5	a	a	DET
fsr-3404	364	6	ct	ct	X
fsr-3404	364	7	.	.	PUNCT
fsr-3404	365	1	sa	sa	PROPN
fsr-3404	365	2	m	m	VERB
fsr-3404	365	3	pl	pl	PROPN
fsr-3404	365	4	e	e	X
fsr-3404	365	5	ca	can	AUX
fsr-3404	365	6	lc	lc	PROPN
fsr-3404	365	7	ul	ul	INTJ
fsr-3404	365	8	at	at	ADP
fsr-3404	365	9	io	io	PROPN
fsr-3404	366	1	ns	ns	INTJ
fsr-3404	366	2	fo	fo	ADP
fsr-3404	366	3	r	r	NOUN
fsr-3404	366	4	on	on	ADP
fsr-3404	366	5	e	e	PROPN
fsr-3404	366	6	ru	ru	NOUN
fsr-3404	366	7	n	n	PROPN
fsr-3404	366	8	of	of	ADP
fsr-3404	366	9	th	th	X
fsr-3404	366	10	e	e	X
fsr-3404	366	11	po	po	X
fsr-3404	366	12	st	st	PROPN
fsr-3404	367	1	-t	-t	PROPN
fsr-3404	367	2	c	c	PROPN
fsr-3404	367	3	ja	ja	INTJ
fsr-3404	367	4	si	si	PROPN
fsr-3404	367	5	m	m	ADV
fsr-3404	367	6	ul	ul	PROPN
fsr-3404	367	7	at	at	ADP
fsr-3404	367	8	io	io	PROPN
fsr-3404	367	9	n.	n.	PROPN
fsr-3404	367	10	363	363	NUM
fsr-3404	367	11	t.	t.	NOUN
fsr-3404	367	12	manuel	manuel	NOUN
fsr-3404	367	13	et	et	PROPN
fsr-3404	367	14	al	al	PROPN
fsr-3404	367	15	.	.	PUNCT
fsr-3404	367	16	/	/	SYM
fsr-3404	367	17	financial	financial	ADJ
fsr-3404	367	18	services	service	NOUN
fsr-3404	367	19	review	review	VERB
fsr-3404	367	20	27	27	NUM
fsr-3404	367	21	(	(	PUNCT
fsr-3404	367	22	2018	2018	NUM
fsr-3404	367	23	)	)	PUNCT
fsr-3404	367	24	345	345	NUM
fsr-3404	367	25	-	-	SYM
fsr-3404	367	26	365	365	NUM
fsr-3404	367	27	shorter	short	ADJ
fsr-3404	367	28	time	time	NOUN
fsr-3404	367	29	to	to	ADP
fsr-3404	367	30	retirement	retirement	NOUN
fsr-3404	367	31	favors	favor	VERB
fsr-3404	367	32	the	the	DET
fsr-3404	367	33	traditional	traditional	ADJ
fsr-3404	367	34	ira	ira	PROPN
fsr-3404	367	35	in	in	ADP
fsr-3404	367	36	terms	term	NOUN
fsr-3404	367	37	of	of	ADP
fsr-3404	367	38	lifetime	lifetime	NOUN
fsr-3404	367	39	consumption	consumption	NOUN
fsr-3404	367	40	.	.	PUNCT
fsr-3404	368	1	consistent	consistent	ADJ
fsr-3404	368	2	with	with	ADP
fsr-3404	368	3	the	the	DET
fsr-3404	368	4	literature	literature	NOUN
fsr-3404	368	5	,	,	PUNCT
fsr-3404	368	6	a	a	DET
fsr-3404	368	7	lower	low	ADJ
fsr-3404	368	8	tax	tax	NOUN
fsr-3404	368	9	rate	rate	NOUN
fsr-3404	368	10	during	during	ADP
fsr-3404	368	11	retirement	retirement	NOUN
fsr-3404	368	12	than	than	ADP
fsr-3404	368	13	in	in	ADP
fsr-3404	368	14	the	the	DET
fsr-3404	368	15	working	work	VERB
fsr-3404	368	16	years	year	NOUN
fsr-3404	368	17	favors	favor	VERB
fsr-3404	368	18	the	the	DET
fsr-3404	368	19	traditional	traditional	ADJ
fsr-3404	368	20	ira	ira	PROPN
fsr-3404	368	21	,	,	PUNCT
fsr-3404	368	22	but	but	CCONJ
fsr-3404	368	23	this	this	DET
fsr-3404	368	24	situation	situation	NOUN
fsr-3404	368	25	does	do	AUX
fsr-3404	368	26	not	not	PART
fsr-3404	368	27	always	always	ADV
fsr-3404	368	28	hold	hold	VERB
fsr-3404	368	29	.	.	PUNCT
fsr-3404	369	1	at	at	ADP
fsr-3404	369	2	longer	long	ADJ
fsr-3404	369	3	times	time	NOUN
fsr-3404	369	4	to	to	ADP
fsr-3404	369	5	retirement	retirement	NOUN
fsr-3404	369	6	,	,	PUNCT
fsr-3404	369	7	larger	large	ADJ
fsr-3404	369	8	investment	investment	NOUN
fsr-3404	369	9	amounts	amount	NOUN
fsr-3404	369	10	,	,	PUNCT
fsr-3404	369	11	greater	great	ADJ
fsr-3404	369	12	income	income	NOUN
fsr-3404	369	13	and	and	CCONJ
fsr-3404	369	14	higher	high	ADJ
fsr-3404	369	15	investment	investment	NOUN
fsr-3404	369	16	returns	return	VERB
fsr-3404	369	17	the	the	DET
fsr-3404	369	18	roth	roth	PROPN
fsr-3404	369	19	ira	ira	PROPN
fsr-3404	369	20	performs	perform	VERB
fsr-3404	369	21	increasingly	increasingly	ADV
fsr-3404	369	22	well	well	ADV
fsr-3404	370	1	even	even	ADV
fsr-3404	370	2	if	if	SCONJ
fsr-3404	370	3	tax	tax	NOUN
fsr-3404	370	4	rates	rate	NOUN
fsr-3404	370	5	fall	fall	VERB
fsr-3404	370	6	during	during	ADP
fsr-3404	370	7	retirement	retirement	NOUN
fsr-3404	370	8	.	.	PUNCT
fsr-3404	371	1	at	at	ADP
fsr-3404	371	2	lower	low	ADJ
fsr-3404	371	3	amounts	amount	NOUN
fsr-3404	371	4	saved	save	VERB
fsr-3404	371	5	the	the	DET
fsr-3404	371	6	traditional	traditional	ADJ
fsr-3404	371	7	ira	ira	PROPN
fsr-3404	371	8	can	can	AUX
fsr-3404	371	9	be	be	AUX
fsr-3404	371	10	better	well	ADJ
fsr-3404	371	11	even	even	ADV
fsr-3404	371	12	with	with	ADP
fsr-3404	371	13	higher	high	ADJ
fsr-3404	371	14	tax	tax	NOUN
fsr-3404	371	15	rates	rate	NOUN
fsr-3404	371	16	in	in	ADP
fsr-3404	371	17	retirement	retirement	NOUN
fsr-3404	371	18	.	.	PUNCT
fsr-3404	372	1	these	these	DET
fsr-3404	372	2	results	result	NOUN
fsr-3404	372	3	are	be	AUX
fsr-3404	372	4	consistent	consistent	ADJ
fsr-3404	372	5	with	with	ADP
fsr-3404	372	6	most	most	ADJ
fsr-3404	372	7	of	of	ADP
fsr-3404	372	8	the	the	DET
fsr-3404	372	9	prior	prior	ADJ
fsr-3404	372	10	literature	literature	NOUN
fsr-3404	372	11	and	and	CCONJ
fsr-3404	372	12	help	help	VERB
fsr-3404	372	13	validate	validate	VERB
fsr-3404	372	14	the	the	DET
fsr-3404	372	15	model	model	NOUN
fsr-3404	372	16	.	.	PUNCT
fsr-3404	373	1	the	the	DET
fsr-3404	373	2	model	model	NOUN
fsr-3404	373	3	is	be	AUX
fsr-3404	373	4	not	not	PART
fsr-3404	373	5	a	a	DET
fsr-3404	373	6	complete	complete	ADJ
fsr-3404	373	7	,	,	PUNCT
fsr-3404	373	8	or	or	CCONJ
fsr-3404	373	9	even	even	ADV
fsr-3404	373	10	a	a	DET
fsr-3404	373	11	nearly	nearly	ADV
fsr-3404	373	12	complete	complete	ADJ
fsr-3404	373	13	,	,	PUNCT
fsr-3404	373	14	depiction	depiction	NOUN
fsr-3404	373	15	of	of	ADP
fsr-3404	373	16	which	which	DET
fsr-3404	373	17	type	type	NOUN
fsr-3404	373	18	of	of	ADP
fsr-3404	373	19	ira	ira	PROPN
fsr-3404	373	20	is	be	AUX
fsr-3404	373	21	preferable	preferable	ADJ
fsr-3404	373	22	for	for	ADP
fsr-3404	373	23	all	all	DET
fsr-3404	373	24	investors	investor	NOUN
fsr-3404	373	25	.	.	PUNCT
fsr-3404	374	1	the	the	DET
fsr-3404	374	2	model	model	NOUN
fsr-3404	374	3	is	be	AUX
fsr-3404	374	4	not	not	PART
fsr-3404	374	5	for	for	ADP
fsr-3404	374	6	those	those	PRON
fsr-3404	374	7	who	who	PRON
fsr-3404	374	8	wish	wish	VERB
fsr-3404	374	9	to	to	PART
fsr-3404	374	10	maximize	maximize	VERB
fsr-3404	374	11	retirement	retirement	NOUN
fsr-3404	374	12	consumption	consumption	NOUN
fsr-3404	374	13	income	income	NOUN
fsr-3404	374	14	rather	rather	ADV
fsr-3404	374	15	than	than	ADP
fsr-3404	374	16	overall	overall	ADJ
fsr-3404	374	17	lifetime	lifetime	NOUN
fsr-3404	374	18	income	income	NOUN
fsr-3404	374	19	.	.	PUNCT
fsr-3404	375	1	the	the	DET
fsr-3404	375	2	spreadsheet	spreadsheet	PROPN
fsr-3404	375	3	model	model	NOUN
fsr-3404	375	4	only	only	ADV
fsr-3404	375	5	applies	apply	VERB
fsr-3404	375	6	for	for	ADP
fsr-3404	375	7	investors	investor	NOUN
fsr-3404	375	8	that	that	PRON
fsr-3404	375	9	are	be	AUX
fsr-3404	375	10	married	married	ADJ
fsr-3404	375	11	,	,	PUNCT
fsr-3404	375	12	filing	file	VERB
fsr-3404	375	13	jointly	jointly	ADV
fsr-3404	375	14	,	,	PUNCT
fsr-3404	375	15	and	and	CCONJ
fsr-3404	375	16	are	be	AUX
fsr-3404	375	17	not	not	PART
fsr-3404	375	18	covered	cover	VERB
fsr-3404	375	19	by	by	ADP
fsr-3404	375	20	a	a	DET
fsr-3404	375	21	plan	plan	NOUN
fsr-3404	375	22	at	at	ADP
fsr-3404	375	23	work	work	NOUN
fsr-3404	375	24	.	.	PUNCT
fsr-3404	376	1	the	the	DET
fsr-3404	376	2	model	model	NOUN
fsr-3404	376	3	does	do	AUX
fsr-3404	376	4	not	not	PART
fsr-3404	376	5	allow	allow	VERB
fsr-3404	376	6	contributions	contribution	NOUN
fsr-3404	376	7	to	to	PART
fsr-3404	376	8	continue	continue	VERB
fsr-3404	376	9	after	after	ADP
fsr-3404	376	10	retirement	retirement	NOUN
fsr-3404	376	11	,	,	PUNCT
fsr-3404	376	12	nor	nor	CCONJ
fsr-3404	376	13	ensure	ensure	VERB
fsr-3404	376	14	that	that	SCONJ
fsr-3404	376	15	rmds	rmds	NOUN
fsr-3404	376	16	are	be	AUX
fsr-3404	376	17	made	make	VERB
fsr-3404	376	18	.	.	PUNCT
fsr-3404	377	1	it	it	PRON
fsr-3404	377	2	also	also	ADV
fsr-3404	377	3	does	do	AUX
fsr-3404	377	4	not	not	PART
fsr-3404	377	5	consider	consider	VERB
fsr-3404	377	6	estate	estate	NOUN
fsr-3404	377	7	planning	planning	NOUN
fsr-3404	377	8	,	,	PUNCT
fsr-3404	377	9	other	other	ADJ
fsr-3404	377	10	income	income	NOUN
fsr-3404	377	11	and	and	CCONJ
fsr-3404	377	12	the	the	DET
fsr-3404	377	13	impact	impact	NOUN
fsr-3404	377	14	on	on	ADP
fsr-3404	377	15	taxation	taxation	NOUN
fsr-3404	377	16	of	of	ADP
fsr-3404	377	17	social	social	ADJ
fsr-3404	377	18	security	security	NOUN
fsr-3404	377	19	benefits	benefit	NOUN
fsr-3404	377	20	.	.	PUNCT
fsr-3404	378	1	however	however	ADV
fsr-3404	378	2	,	,	PUNCT
fsr-3404	378	3	the	the	DET
fsr-3404	378	4	model	model	NOUN
fsr-3404	378	5	indicates	indicate	VERB
fsr-3404	378	6	that	that	SCONJ
fsr-3404	378	7	from	from	ADP
fsr-3404	378	8	the	the	DET
fsr-3404	378	9	perspective	perspective	NOUN
fsr-3404	378	10	of	of	ADP
fsr-3404	378	11	lifetime	lifetime	NOUN
fsr-3404	378	12	consumption	consumption	NOUN
fsr-3404	378	13	,	,	PUNCT
fsr-3404	378	14	the	the	DET
fsr-3404	378	15	roth	roth	PROPN
fsr-3404	378	16	ira	ira	PROPN
fsr-3404	378	17	is	be	AUX
fsr-3404	378	18	not	not	PART
fsr-3404	378	19	necessarily	necessarily	ADV
fsr-3404	378	20	always	always	ADV
fsr-3404	378	21	the	the	DET
fsr-3404	378	22	best	good	ADJ
fsr-3404	378	23	choice	choice	NOUN
fsr-3404	378	24	.	.	PUNCT
fsr-3404	379	1	simulating	simulate	VERB
fsr-3404	379	2	a	a	DET
fsr-3404	379	3	large	large	ADJ
fsr-3404	379	4	variety	variety	NOUN
fsr-3404	379	5	of	of	ADP
fsr-3404	379	6	returns	return	NOUN
fsr-3404	379	7	using	use	VERB
fsr-3404	379	8	actual	actual	ADJ
fsr-3404	379	9	market	market	NOUN
fsr-3404	379	10	data	datum	NOUN
fsr-3404	379	11	also	also	ADV
fsr-3404	379	12	gives	give	VERB
fsr-3404	379	13	a	a	DET
fsr-3404	379	14	richer	rich	ADJ
fsr-3404	379	15	understanding	understanding	NOUN
fsr-3404	379	16	than	than	ADP
fsr-3404	379	17	assuming	assume	VERB
fsr-3404	379	18	a	a	DET
fsr-3404	379	19	fixed	fix	VERB
fsr-3404	379	20	return	return	NOUN
fsr-3404	379	21	with	with	ADP
fsr-3404	379	22	no	no	DET
fsr-3404	379	23	risk	risk	NOUN
fsr-3404	379	24	.	.	PUNCT
fsr-3404	380	1	in	in	ADP
fsr-3404	380	2	appendix	appendix	ADJ
fsr-3404	380	3	table	table	NOUN
fsr-3404	380	4	1	1	NUM
fsr-3404	380	5	above	above	ADP
fsr-3404	380	6	taxable	taxable	ADJ
fsr-3404	380	7	income	income	NOUN
fsr-3404	380	8	�	�	NOUN
fsr-3404	380	9	income	income	NOUN
fsr-3404	380	10	–	–	PUNCT
fsr-3404	380	11	standard	standard	ADJ
fsr-3404	380	12	deduction	deduction	NOUN
fsr-3404	380	13	–	–	PUNCT
fsr-3404	380	14	ira	ira	PROPN
fsr-3404	380	15	contributions	contribution	NOUN
fsr-3404	380	16	for	for	ADP
fsr-3404	380	17	the	the	DET
fsr-3404	380	18	traditional	traditional	ADJ
fsr-3404	380	19	ira	ira	PROPN
fsr-3404	380	20	and	and	CCONJ
fsr-3404	380	21	income	income	NOUN
fsr-3404	380	22	–	–	PUNCT
fsr-3404	380	23	standard	standard	ADJ
fsr-3404	380	24	deduction	deduction	NOUN
fsr-3404	380	25	for	for	ADP
fsr-3404	380	26	the	the	DET
fsr-3404	380	27	roth	roth	PROPN
fsr-3404	380	28	ira	ira	PROPN
fsr-3404	380	29	,	,	PUNCT
fsr-3404	380	30	respectively	respectively	ADV
fsr-3404	380	31	,	,	PUNCT
fsr-3404	380	32	for	for	ADP
fsr-3404	380	33	one	one	NUM
fsr-3404	380	34	run	run	NOUN
fsr-3404	380	35	of	of	ADP
fsr-3404	380	36	the	the	DET
fsr-3404	380	37	simulation	simulation	NOUN
fsr-3404	380	38	.	.	PUNCT
fsr-3404	381	1	the	the	DET
fsr-3404	381	2	taxes	taxis	NOUN
fsr-3404	381	3	used	use	VERB
fsr-3404	381	4	are	be	AUX
fsr-3404	381	5	from	from	ADP
fsr-3404	381	6	the	the	DET
fsr-3404	381	7	2017	2017	NUM
fsr-3404	381	8	progressive	progressive	ADJ
fsr-3404	381	9	tax	tax	NOUN
fsr-3404	381	10	table	table	NOUN
fsr-3404	381	11	for	for	ADP
fsr-3404	381	12	married	married	ADJ
fsr-3404	381	13	filing	filing	NOUN
fsr-3404	381	14	jointly	jointly	ADV
fsr-3404	381	15	(	(	PUNCT
fsr-3404	381	16	see	see	VERB
fsr-3404	381	17	www.irs.gov	www.irs.gov	PROPN
fsr-3404	381	18	)	)	PUNCT
fsr-3404	381	19	with	with	ADP
fsr-3404	381	20	the	the	DET
fsr-3404	381	21	tax	tax	NOUN
fsr-3404	381	22	rules	rule	NOUN
fsr-3404	381	23	in	in	ADP
fsr-3404	381	24	place	place	NOUN
fsr-3404	381	25	before	before	ADP
fsr-3404	381	26	the	the	DET
fsr-3404	381	27	tcja	tcja	NOUN
fsr-3404	381	28	.	.	PUNCT
fsr-3404	382	1	in	in	ADP
fsr-3404	382	2	the	the	DET
fsr-3404	382	3	contribution	contribution	NOUN
fsr-3404	382	4	years	year	NOUN
fsr-3404	382	5	real	real	ADJ
fsr-3404	382	6	consumption	consumption	NOUN
fsr-3404	382	7	�	�	PROPN
fsr-3404	382	8	income	income	NOUN
fsr-3404	382	9	–	–	PUNCT
fsr-3404	382	10	ira	ira	PROPN
fsr-3404	382	11	contributions	contribution	NOUN
fsr-3404	382	12	–	–	PUNCT
fsr-3404	382	13	taxes	taxis	NOUN
fsr-3404	382	14	,	,	PUNCT
fsr-3404	382	15	adjusted	adjust	VERB
fsr-3404	382	16	for	for	ADP
fsr-3404	382	17	inflation	inflation	NOUN
fsr-3404	382	18	with	with	ADP
fsr-3404	382	19	the	the	DET
fsr-3404	382	20	deflator	deflator	NOUN
fsr-3404	382	21	column	column	NOUN
fsr-3404	382	22	.	.	PUNCT
fsr-3404	383	1	annual	annual	ADJ
fsr-3404	383	2	rates	rate	NOUN
fsr-3404	383	3	of	of	ADP
fsr-3404	383	4	return	return	NOUN
fsr-3404	383	5	are	be	AUX
fsr-3404	383	6	drawn	draw	VERB
fsr-3404	383	7	from	from	ADP
fsr-3404	383	8	a	a	DET
fsr-3404	383	9	normal	normal	ADJ
fsr-3404	383	10	distribution	distribution	NOUN
fsr-3404	383	11	with	with	ADP
fsr-3404	383	12	the	the	DET
fsr-3404	383	13	given	give	VERB
fsr-3404	383	14	geometric	geometric	ADJ
fsr-3404	383	15	average	average	ADJ
fsr-3404	383	16	return	return	NOUN
fsr-3404	383	17	and	and	CCONJ
fsr-3404	383	18	standard	standard	ADJ
fsr-3404	383	19	deviation	deviation	NOUN
fsr-3404	383	20	.	.	PUNCT
fsr-3404	384	1	the	the	DET
fsr-3404	384	2	cumulative	cumulative	ADJ
fsr-3404	384	3	savings	saving	NOUN
fsr-3404	384	4	at	at	ADP
fsr-3404	384	5	retirement	retirement	NOUN
fsr-3404	384	6	is	be	AUX
fsr-3404	384	7	annuitized	annuitize	VERB
fsr-3404	384	8	over	over	ADP
fsr-3404	384	9	the	the	DET
fsr-3404	384	10	given	give	VERB
fsr-3404	384	11	life	life	NOUN
fsr-3404	384	12	expectancy	expectancy	NOUN
fsr-3404	384	13	.	.	PUNCT
fsr-3404	385	1	the	the	DET
fsr-3404	385	2	nominal	nominal	ADJ
fsr-3404	385	3	annual	annual	ADJ
fsr-3404	385	4	withdrawal	withdrawal	NOUN
fsr-3404	385	5	during	during	ADP
fsr-3404	385	6	the	the	DET
fsr-3404	385	7	retirement	retirement	NOUN
fsr-3404	385	8	years	year	NOUN
fsr-3404	385	9	is	be	AUX
fsr-3404	385	10	a	a	DET
fsr-3404	385	11	constant	constant	ADJ
fsr-3404	385	12	amount	amount	NOUN
fsr-3404	385	13	as	as	SCONJ
fsr-3404	385	14	shown	show	VERB
fsr-3404	385	15	and	and	CCONJ
fsr-3404	385	16	real	real	ADJ
fsr-3404	385	17	consumption	consumption	NOUN
fsr-3404	385	18	declines	decline	VERB
fsr-3404	385	19	each	each	DET
fsr-3404	385	20	year	year	NOUN
fsr-3404	385	21	because	because	SCONJ
fsr-3404	385	22	of	of	ADP
fsr-3404	385	23	inflation	inflation	NOUN
fsr-3404	385	24	.	.	PUNCT
fsr-3404	386	1	the	the	DET
fsr-3404	386	2	low	low	ADJ
fsr-3404	386	3	amount	amount	NOUN
fsr-3404	386	4	of	of	ADP
fsr-3404	386	5	taxation	taxation	NOUN
fsr-3404	386	6	during	during	ADP
fsr-3404	386	7	the	the	DET
fsr-3404	386	8	retirement	retirement	NOUN
fsr-3404	386	9	years	year	NOUN
fsr-3404	386	10	for	for	ADP
fsr-3404	386	11	the	the	DET
fsr-3404	386	12	traditional	traditional	ADJ
fsr-3404	386	13	ira	ira	PROPN
fsr-3404	386	14	is	be	AUX
fsr-3404	386	15	an	an	DET
fsr-3404	386	16	artifact	artifact	NOUN
fsr-3404	386	17	of	of	ADP
fsr-3404	386	18	indexing	index	VERB
fsr-3404	386	19	the	the	DET
fsr-3404	386	20	tax	tax	NOUN
fsr-3404	386	21	brackets	bracket	NOUN
fsr-3404	386	22	and	and	CCONJ
fsr-3404	386	23	the	the	DET
fsr-3404	386	24	standard	standard	ADJ
fsr-3404	386	25	deduction	deduction	NOUN
fsr-3404	386	26	to	to	PART
fsr-3404	386	27	match	match	VERB
fsr-3404	386	28	inflation	inflation	NOUN
fsr-3404	386	29	.	.	PUNCT
fsr-3404	387	1	if	if	SCONJ
fsr-3404	387	2	the	the	DET
fsr-3404	387	3	brackets	bracket	NOUN
fsr-3404	387	4	or	or	CCONJ
fsr-3404	387	5	the	the	DET
fsr-3404	387	6	deductions	deduction	NOUN
fsr-3404	387	7	are	be	AUX
fsr-3404	387	8	not	not	PART
fsr-3404	387	9	indexed	index	VERB
fsr-3404	387	10	the	the	DET
fsr-3404	387	11	roth	roth	PROPN
fsr-3404	387	12	ira	ira	PROPN
fsr-3404	387	13	pre	pre	VERB
fsr-3404	387	14	-	-	VERB
fsr-3404	387	15	dominates	dominate	VERB
fsr-3404	387	16	in	in	ADP
fsr-3404	387	17	most	most	ADJ
fsr-3404	387	18	scenarios	scenario	NOUN
fsr-3404	387	19	.	.	PUNCT
fsr-3404	388	1	the	the	DET
fsr-3404	388	2	choice	choice	NOUN
fsr-3404	388	3	of	of	ADP
fsr-3404	388	4	ira	ira	PROPN
fsr-3404	388	5	is	be	AUX
fsr-3404	388	6	thus	thus	ADV
fsr-3404	388	7	very	very	ADV
fsr-3404	388	8	dependent	dependent	ADJ
fsr-3404	388	9	on	on	ADP
fsr-3404	388	10	whether	whether	SCONJ
fsr-3404	388	11	the	the	DET
fsr-3404	388	12	irs	irs	PROPN
fsr-3404	388	13	will	will	AUX
fsr-3404	388	14	continue	continue	VERB
fsr-3404	388	15	to	to	ADP
fsr-3404	388	16	index	index	NOUN
fsr-3404	388	17	deductions	deduction	NOUN
fsr-3404	388	18	and	and	CCONJ
fsr-3404	388	19	tax	tax	NOUN
fsr-3404	388	20	brackets	bracket	NOUN
fsr-3404	388	21	.	.	PUNCT
fsr-3404	389	1	the	the	DET
fsr-3404	389	2	consumption	consumption	NOUN
fsr-3404	389	3	outcomes	outcome	NOUN
fsr-3404	389	4	at	at	ADP
fsr-3404	389	5	the	the	DET
fsr-3404	389	6	top	top	NOUN
fsr-3404	389	7	of	of	ADP
fsr-3404	389	8	the	the	DET
fsr-3404	389	9	table	table	NOUN
fsr-3404	389	10	are	be	AUX
fsr-3404	389	11	for	for	ADP
fsr-3404	389	12	one	one	NUM
fsr-3404	389	13	trial	trial	NOUN
fsr-3404	389	14	run	run	NOUN
fsr-3404	389	15	.	.	PUNCT
fsr-3404	390	1	providing	provide	VERB
fsr-3404	390	2	a	a	DET
fsr-3404	390	3	simulation	simulation	NOUN
fsr-3404	390	4	of	of	ADP
fsr-3404	390	5	multiple	multiple	ADJ
fsr-3404	390	6	outputs	output	NOUN
fsr-3404	390	7	rather	rather	ADV
fsr-3404	390	8	than	than	ADP
fsr-3404	390	9	a	a	DET
fsr-3404	390	10	single	single	ADJ
fsr-3404	390	11	point	point	NOUN
fsr-3404	390	12	estimate	estimate	NOUN
fsr-3404	390	13	of	of	ADP
fsr-3404	390	14	future	future	ADJ
fsr-3404	390	15	value	value	NOUN
fsr-3404	390	16	is	be	AUX
fsr-3404	390	17	a	a	DET
fsr-3404	390	18	better	well	ADJ
fsr-3404	390	19	method	method	NOUN
fsr-3404	390	20	to	to	PART
fsr-3404	390	21	determine	determine	VERB
fsr-3404	390	22	the	the	DET
fsr-3404	390	23	preferred	preferred	ADJ
fsr-3404	390	24	choice	choice	NOUN
fsr-3404	390	25	.	.	PUNCT
fsr-3404	391	1	note	note	VERB
fsr-3404	391	2	that	that	SCONJ
fsr-3404	391	3	the	the	DET
fsr-3404	391	4	model	model	NOUN
fsr-3404	391	5	uses	use	VERB
fsr-3404	391	6	realistic	realistic	ADJ
fsr-3404	391	7	estimates	estimate	NOUN
fsr-3404	391	8	of	of	ADP
fsr-3404	391	9	portfolio	portfolio	NOUN
fsr-3404	391	10	returns	return	NOUN
fsr-3404	391	11	at	at	ADP
fsr-3404	391	12	the	the	DET
fsr-3404	391	13	chosen	choose	VERB
fsr-3404	391	14	risk	risk	NOUN
fsr-3404	391	15	levels	level	NOUN
fsr-3404	391	16	.	.	PUNCT
fsr-3404	392	1	this	this	PRON
fsr-3404	392	2	provides	provide	VERB
fsr-3404	392	3	investors	investor	NOUN
fsr-3404	392	4	better	well	ADJ
fsr-3404	392	5	information	information	NOUN
fsr-3404	392	6	to	to	PART
fsr-3404	392	7	choose	choose	VERB
fsr-3404	392	8	between	between	ADP
fsr-3404	392	9	the	the	DET
fsr-3404	392	10	ira	ira	PROPN
fsr-3404	392	11	types	type	NOUN
fsr-3404	392	12	.	.	PUNCT
fsr-3404	393	1	2	2	X
fsr-3404	393	2	.	.	X
fsr-3404	393	3	post	post	ADJ
fsr-3404	393	4	-	-	ADJ
fsr-3404	393	5	tcja	tcja	ADJ
fsr-3404	393	6	scenario	scenario	NOUN
fsr-3404	393	7	in	in	ADP
fsr-3404	393	8	the	the	DET
fsr-3404	393	9	following	following	ADJ
fsr-3404	393	10	scenario	scenario	NOUN
fsr-3404	393	11	the	the	DET
fsr-3404	393	12	same	same	ADJ
fsr-3404	393	13	inputs	input	NOUN
fsr-3404	393	14	were	be	AUX
fsr-3404	393	15	used	use	VERB
fsr-3404	393	16	,	,	PUNCT
fsr-3404	393	17	but	but	CCONJ
fsr-3404	393	18	the	the	DET
fsr-3404	393	19	new	new	ADJ
fsr-3404	393	20	tcja	tcja	ADJ
fsr-3404	393	21	tax	tax	NOUN
fsr-3404	393	22	brackets	bracket	NOUN
fsr-3404	393	23	and	and	CCONJ
fsr-3404	393	24	standard	standard	ADJ
fsr-3404	393	25	deduction	deduction	NOUN
fsr-3404	393	26	were	be	AUX
fsr-3404	393	27	applied	apply	VERB
fsr-3404	393	28	.	.	PUNCT
fsr-3404	394	1	rates	rate	NOUN
fsr-3404	394	2	of	of	ADP
fsr-3404	394	3	return	return	NOUN
fsr-3404	394	4	are	be	AUX
fsr-3404	394	5	randomly	randomly	ADV
fsr-3404	394	6	drawn	draw	VERB
fsr-3404	394	7	so	so	SCONJ
fsr-3404	394	8	they	they	PRON
fsr-3404	394	9	are	be	AUX
fsr-3404	394	10	different	different	ADJ
fsr-3404	394	11	from	from	ADP
fsr-3404	394	12	the	the	DET
fsr-3404	394	13	pre	pre	ADJ
fsr-3404	394	14	-	-	ADJ
fsr-3404	394	15	tcja	tcja	ADJ
fsr-3404	394	16	scenario	scenario	NOUN
fsr-3404	394	17	.	.	PUNCT
fsr-3404	395	1	nevertheless	nevertheless	ADV
fsr-3404	395	2	,	,	PUNCT
fsr-3404	395	3	the	the	DET
fsr-3404	395	4	traditional	traditional	ADJ
fsr-3404	395	5	ira	ira	PROPN
fsr-3404	395	6	still	still	ADV
fsr-3404	395	7	pre	pre	VERB
fsr-3404	395	8	-	-	VERB
fsr-3404	395	9	dominates	dominate	VERB
fsr-3404	395	10	in	in	ADP
fsr-3404	395	11	terms	term	NOUN
fsr-3404	395	12	of	of	ADP
fsr-3404	395	13	real	real	ADJ
fsr-3404	395	14	consumption	consumption	NOUN
fsr-3404	395	15	in	in	ADP
fsr-3404	395	16	361	361	NUM
fsr-3404	395	17	out	out	ADP
fsr-3404	395	18	of	of	ADP
fsr-3404	395	19	the	the	DET
fsr-3404	395	20	500	500	NUM
fsr-3404	395	21	trials	trial	NOUN
fsr-3404	395	22	.	.	PUNCT
fsr-3404	396	1	see	see	VERB
fsr-3404	396	2	appendix	appendix	ADJ
fsr-3404	396	3	table	table	NOUN
fsr-3404	396	4	2	2	NUM
fsr-3404	396	5	.	.	SYM
fsr-3404	396	6	364	364	NUM
fsr-3404	396	7	t.	t.	NOUN
fsr-3404	396	8	manuel	manuel	NOUN
fsr-3404	396	9	et	et	PROPN
fsr-3404	396	10	al	al	PROPN
fsr-3404	396	11	.	.	PUNCT
fsr-3404	396	12	/	/	SYM
fsr-3404	396	13	financial	financial	ADJ
fsr-3404	396	14	services	service	NOUN
fsr-3404	396	15	review	review	VERB
fsr-3404	396	16	27	27	NUM
fsr-3404	396	17	(	(	PUNCT
fsr-3404	396	18	2018	2018	NUM
fsr-3404	396	19	)	)	PUNCT
fsr-3404	396	20	345	345	NUM
fsr-3404	396	21	-	-	SYM
fsr-3404	396	22	365	365	NUM
fsr-3404	396	23	references	reference	NOUN
fsr-3404	396	24	adelman	adelman	NOUN
fsr-3404	396	25	,	,	PUNCT
fsr-3404	396	26	s.	s.	PROPN
fsr-3404	396	27	w.	w.	PROPN
fsr-3404	396	28	,	,	PUNCT
fsr-3404	396	29	&	&	CCONJ
fsr-3404	396	30	cross	cross	PROPN
fsr-3404	396	31	,	,	PUNCT
fsr-3404	396	32	m.	m.	PROPN
fsr-3404	396	33	l.	l.	PROPN
fsr-3404	396	34	(	(	PUNCT
fsr-3404	396	35	2010	2010	NUM
fsr-3404	396	36	)	)	PUNCT
fsr-3404	396	37	.	.	PUNCT
fsr-3404	397	1	comparing	compare	VERB
fsr-3404	397	2	a	a	DET
fsr-3404	397	3	traditional	traditional	ADJ
fsr-3404	397	4	ira	ira	PROPN
fsr-3404	397	5	and	and	CCONJ
fsr-3404	397	6	a	a	DET
fsr-3404	397	7	roth	roth	PROPN
fsr-3404	397	8	ira	ira	PROPN
fsr-3404	397	9	.	.	PUNCT
fsr-3404	398	1	risk	risk	NOUN
fsr-3404	398	2	management	management	NOUN
fsr-3404	398	3	and	and	CCONJ
fsr-3404	398	4	insurance	insurance	NOUN
fsr-3404	398	5	review	review	NOUN
fsr-3404	398	6	,	,	PUNCT
fsr-3404	398	7	13	13	NUM
fsr-3404	398	8	,	,	PUNCT
fsr-3404	398	9	265–277	265–277	NUM
fsr-3404	398	10	.	.	PUNCT
fsr-3404	399	1	al	al	PROPN
fsr-3404	399	2	zaman	zaman	PROPN
fsr-3404	399	3	,	,	PUNCT
fsr-3404	399	4	a.	a.	NOUN
fsr-3404	399	5	(	(	PUNCT
fsr-3404	399	6	2008	2008	NUM
fsr-3404	399	7	)	)	PUNCT
fsr-3404	399	8	.	.	PUNCT
fsr-3404	400	1	reconsidering	reconsider	VERB
fsr-3404	400	2	ira	ira	PROPN
fsr-3404	400	3	and	and	CCONJ
fsr-3404	400	4	roth	roth	PROPN
fsr-3404	400	5	ira	ira	PROPN
fsr-3404	400	6	.	.	PUNCT
fsr-3404	401	1	the	the	DET
fsr-3404	401	2	journal	journal	NOUN
fsr-3404	401	3	of	of	ADP
fsr-3404	401	4	wealth	wealth	NOUN
fsr-3404	401	5	management	management	NOUN
fsr-3404	401	6	,	,	PUNCT
fsr-3404	401	7	11	11	NUM
fsr-3404	401	8	,	,	PUNCT
fsr-3404	401	9	82–92	82–92	NUM
fsr-3404	401	10	.	.	PUNCT
fsr-3404	401	11	baxendale	baxendale	PROPN
fsr-3404	401	12	,	,	PUNCT
fsr-3404	401	13	s.	s.	PROPN
fsr-3404	401	14	j.	j.	PROPN
fsr-3404	401	15	,	,	PUNCT
fsr-3404	401	16	&	&	CCONJ
fsr-3404	401	17	coppage	coppage	PROPN
fsr-3404	401	18	,	,	PUNCT
fsr-3404	401	19	r.	r.	PROPN
fsr-3404	401	20	e.	e.	PROPN
fsr-3404	401	21	(	(	PUNCT
fsr-3404	401	22	2014	2014	NUM
fsr-3404	401	23	)	)	PUNCT
fsr-3404	401	24	.	.	PUNCT
fsr-3404	402	1	in	in	ADP
fsr-3404	402	2	-	-	PUNCT
fsr-3404	402	3	plan	plan	NOUN
fsr-3404	402	4	roth	roth	NOUN
fsr-3404	402	5	rollovers	rollover	NOUN
fsr-3404	402	6	under	under	ADP
fsr-3404	402	7	the	the	DET
fsr-3404	402	8	atra	atra	NOUN
fsr-3404	402	9	:	:	PUNCT
fsr-3404	402	10	a	a	DET
fsr-3404	402	11	new	new	ADJ
fsr-3404	402	12	opportunity	opportunity	NOUN
fsr-3404	402	13	for	for	ADP
fsr-3404	402	14	younger	young	ADJ
fsr-3404	402	15	taxpayers	taxpayer	NOUN
fsr-3404	402	16	.	.	PUNCT
fsr-3404	403	1	the	the	DET
fsr-3404	403	2	cpa	cpa	PROPN
fsr-3404	403	3	journal	journal	NOUN
fsr-3404	403	4	,	,	PUNCT
fsr-3404	403	5	84	84	NUM
fsr-3404	403	6	,	,	PUNCT
fsr-3404	403	7	62–63	62–63	NUM
fsr-3404	403	8	.	.	PUNCT
fsr-3404	403	9	beshears	beshear	NOUN
fsr-3404	403	10	,	,	PUNCT
fsr-3404	403	11	j.	j.	PROPN
fsr-3404	403	12	,	,	PUNCT
fsr-3404	403	13	choi	choi	PROPN
fsr-3404	403	14	,	,	PUNCT
fsr-3404	403	15	j.	j.	PROPN
fsr-3404	403	16	j.	j.	PROPN
fsr-3404	403	17	,	,	PUNCT
fsr-3404	403	18	laibson	laibson	PROPN
fsr-3404	403	19	,	,	PUNCT
fsr-3404	403	20	d.	d.	PROPN
fsr-3404	403	21	,	,	PUNCT
fsr-3404	403	22	&	&	CCONJ
fsr-3404	403	23	madrian	madrian	PROPN
fsr-3404	403	24	,	,	PUNCT
fsr-3404	403	25	b.	b.	PROPN
fsr-3404	403	26	c.	c.	PROPN
fsr-3404	403	27	(	(	PUNCT
fsr-3404	403	28	2017	2017	NUM
fsr-3404	403	29	)	)	PUNCT
fsr-3404	403	30	.	.	PUNCT
fsr-3404	404	1	does	do	AUX
fsr-3404	404	2	front	front	ADJ
fsr-3404	404	3	-	-	PUNCT
fsr-3404	404	4	loading	loading	NOUN
fsr-3404	404	5	taxation	taxation	NOUN
fsr-3404	404	6	increase	increase	NOUN
fsr-3404	404	7	savings	saving	NOUN
fsr-3404	404	8	?	?	PUNCT
fsr-3404	405	1	evidence	evidence	NOUN
fsr-3404	405	2	from	from	ADP
fsr-3404	405	3	roth	roth	PROPN
fsr-3404	405	4	401(k	401(k	PROPN
fsr-3404	405	5	)	)	PUNCT
fsr-3404	405	6	introductions	introduction	NOUN
fsr-3404	405	7	.	.	PUNCT
fsr-3404	406	1	journal	journal	PROPN
fsr-3404	406	2	of	of	ADP
fsr-3404	406	3	public	public	ADJ
fsr-3404	406	4	economics	economic	NOUN
fsr-3404	406	5	,	,	PUNCT
fsr-3404	406	6	151	151	NUM
fsr-3404	406	7	,	,	PUNCT
fsr-3404	406	8	84–95	84–95	NUM
fsr-3404	406	9	.	.	PUNCT
fsr-3404	407	1	board	board	NOUN
fsr-3404	407	2	of	of	ADP
fsr-3404	407	3	governors	governor	NOUN
fsr-3404	407	4	of	of	ADP
fsr-3404	407	5	the	the	DET
fsr-3404	407	6	federal	federal	PROPN
fsr-3404	407	7	reserve	reserve	PROPN
fsr-3404	407	8	system	system	NOUN
fsr-3404	407	9	.	.	PUNCT
fsr-3404	408	1	(	(	PUNCT
fsr-3404	408	2	2017	2017	NUM
fsr-3404	408	3	)	)	PUNCT
fsr-3404	408	4	.	.	PUNCT
fsr-3404	409	1	report	report	NOUN
fsr-3404	409	2	on	on	ADP
fsr-3404	409	3	the	the	DET
fsr-3404	409	4	economic	economic	ADJ
fsr-3404	409	5	well	well	NOUN
fsr-3404	409	6	-	-	PUNCT
fsr-3404	409	7	being	being	NOUN
fsr-3404	409	8	of	of	ADP
fsr-3404	409	9	u.s	u.s	PROPN
fsr-3404	409	10	.	.	PROPN
fsr-3404	409	11	households	household	NOUN
fsr-3404	409	12	in	in	ADP
fsr-3404	409	13	2016	2016	NUM
fsr-3404	409	14	(	(	PUNCT
fsr-3404	409	15	available	available	ADJ
fsr-3404	409	16	at	at	ADP
fsr-3404	409	17	https://www.federalreserve.gov/publications/file/2016-report-economicwell-being-us-households-201705.pdf	https://www.federalreserve.gov/publications/file/2016-report-economicwell-being-us-households-201705.pdf	PROPN
fsr-3404	409	18	)	)	PUNCT
fsr-3404	409	19	.	.	PUNCT
fsr-3404	410	1	bodie	bodie	PROPN
fsr-3404	410	2	,	,	PUNCT
fsr-3404	410	3	z.	z.	PROPN
fsr-3404	410	4	,	,	PUNCT
fsr-3404	410	5	kane	kane	PROPN
fsr-3404	410	6	,	,	PUNCT
fsr-3404	410	7	a.	a.	PROPN
fsr-3404	410	8	,	,	PUNCT
fsr-3404	410	9	&	&	CCONJ
fsr-3404	410	10	marcus	marcus	PROPN
fsr-3404	410	11	,	,	PUNCT
fsr-3404	410	12	a.	a.	PROPN
fsr-3404	410	13	j.	j.	PROPN
fsr-3404	410	14	(	(	PUNCT
fsr-3404	410	15	2008	2008	NUM
fsr-3404	410	16	)	)	PUNCT
fsr-3404	410	17	.	.	PUNCT
fsr-3404	411	1	investments	investment	NOUN
fsr-3404	411	2	(	(	PUNCT
fsr-3404	411	3	8th	8th	ADJ
fsr-3404	411	4	ed	ed	NOUN
fsr-3404	411	5	.	.	PUNCT
fsr-3404	411	6	)	)	PUNCT
fsr-3404	411	7	.	.	PUNCT
fsr-3404	412	1	new	new	PROPN
fsr-3404	412	2	york	york	PROPN
fsr-3404	412	3	,	,	PUNCT
fsr-3404	412	4	ny	ny	PROPN
fsr-3404	412	5	:	:	PUNCT
fsr-3404	412	6	mcgraw	mcgraw	PROPN
fsr-3404	412	7	-	-	PUNCT
fsr-3404	412	8	hill	hill	NOUN
fsr-3404	412	9	.	.	PUNCT
fsr-3404	413	1	cook	cook	PROPN
fsr-3404	413	2	,	,	PUNCT
fsr-3404	413	3	k.	k.	PROPN
fsr-3404	413	4	a.	a.	PROPN
fsr-3404	413	5	,	,	PUNCT
fsr-3404	413	6	meyer	meyer	PROPN
fsr-3404	413	7	,	,	PUNCT
fsr-3404	413	8	w.	w.	PROPN
fsr-3404	413	9	,	,	PUNCT
fsr-3404	413	10	&	&	CCONJ
fsr-3404	413	11	reichenstein	reichenstein	PROPN
fsr-3404	413	12	,	,	PUNCT
fsr-3404	413	13	w.	w.	PROPN
fsr-3404	413	14	(	(	PUNCT
fsr-3404	413	15	2015	2015	NUM
fsr-3404	413	16	)	)	PUNCT
fsr-3404	413	17	.	.	PUNCT
fsr-3404	414	1	tax	tax	NOUN
fsr-3404	414	2	-	-	PUNCT
fsr-3404	414	3	efficient	efficient	ADJ
fsr-3404	414	4	withdrawal	withdrawal	NOUN
fsr-3404	414	5	strategies	strategy	NOUN
fsr-3404	414	6	.	.	PUNCT
fsr-3404	415	1	financial	financial	ADJ
fsr-3404	415	2	analysists	analysist	NOUN
fsr-3404	415	3	journal	journal	NOUN
fsr-3404	415	4	,	,	PUNCT
fsr-3404	415	5	71	71	NUM
fsr-3404	415	6	,	,	PUNCT
fsr-3404	415	7	16–29	16–29	NUM
fsr-3404	415	8	.	.	PUNCT
fsr-3404	416	1	damodaran	damodaran	PROPN
fsr-3404	416	2	,	,	PUNCT
fsr-3404	416	3	a.	a.	NOUN
fsr-3404	416	4	(	(	PUNCT
fsr-3404	416	5	2018	2018	NUM
fsr-3404	416	6	)	)	PUNCT
fsr-3404	416	7	.	.	PUNCT
fsr-3404	417	1	damodaran	damodaran	VERB
fsr-3404	417	2	online	online	ADJ
fsr-3404	417	3	data	datum	NOUN
fsr-3404	417	4	(	(	PUNCT
fsr-3404	417	5	available	available	ADJ
fsr-3404	417	6	at	at	ADP
fsr-3404	417	7	http://pages.stern.nyu.edu/�adamodar/	http://pages.stern.nyu.edu/�adamodar/	NOUN
fsr-3404	417	8	new_home_page	new_home_page	NOUN
fsr-3404	417	9	/	/	SYM
fsr-3404	417	10	datafile	datafile	NOUN
fsr-3404	417	11	/	/	SYM
fsr-3404	417	12	histretsp.html	histretsp.html	NOUN
fsr-3404	417	13	)	)	PUNCT
fsr-3404	417	14	.	.	PUNCT
fsr-3404	418	1	grossmann	grossmann	PROPN
fsr-3404	418	2	,	,	PUNCT
fsr-3404	418	3	a.	a.	PROPN
fsr-3404	418	4	,	,	PUNCT
fsr-3404	418	5	&	&	CCONJ
fsr-3404	418	6	rose	rise	VERB
fsr-3404	418	7	,	,	PUNCT
fsr-3404	418	8	c.	c.	PROPN
fsr-3404	418	9	c.	c.	PROPN
fsr-3404	418	10	(	(	PUNCT
fsr-3404	418	11	2012	2012	NUM
fsr-3404	418	12	)	)	PUNCT
fsr-3404	418	13	.	.	PUNCT
fsr-3404	419	1	comparing	compare	VERB
fsr-3404	419	2	the	the	DET
fsr-3404	419	3	roth	roth	PROPN
fsr-3404	419	4	ira	ira	PROPN
fsr-3404	419	5	to	to	ADP
fsr-3404	419	6	the	the	DET
fsr-3404	419	7	traditional	traditional	ADJ
fsr-3404	419	8	ira	ira	PROPN
fsr-3404	419	9	:	:	PUNCT
fsr-3404	419	10	an	an	DET
fsr-3404	419	11	after	after	ADP
fsr-3404	419	12	-	-	PUNCT
fsr-3404	419	13	tax	tax	NOUN
fsr-3404	419	14	cash	cash	NOUN
fsr-3404	419	15	flow	flow	NOUN
fsr-3404	419	16	analysis	analysis	NOUN
fsr-3404	419	17	.	.	PUNCT
fsr-3404	420	1	journal	journal	NOUN
fsr-3404	420	2	of	of	ADP
fsr-3404	420	3	financial	financial	ADJ
fsr-3404	420	4	service	service	NOUN
fsr-3404	420	5	professionals	professional	NOUN
fsr-3404	420	6	,	,	PUNCT
fsr-3404	420	7	66	66	NUM
fsr-3404	420	8	,	,	PUNCT
fsr-3404	420	9	55–61	55–61	NUM
fsr-3404	420	10	.	.	PUNCT
fsr-3404	421	1	harline	harline	NOUN
fsr-3404	421	2	,	,	PUNCT
fsr-3404	421	3	n.	n.	PROPN
fsr-3404	421	4	l.	l.	PROPN
fsr-3404	422	1	v.	v.	PROPN
fsr-3404	422	2	(	(	PUNCT
fsr-3404	422	3	2014	2014	NUM
fsr-3404	422	4	)	)	PUNCT
fsr-3404	422	5	.	.	PUNCT
fsr-3404	423	1	maximizing	maximize	VERB
fsr-3404	423	2	after	after	ADP
fsr-3404	423	3	-	-	PUNCT
fsr-3404	423	4	tax	tax	NOUN
fsr-3404	423	5	family	family	NOUN
fsr-3404	423	6	wealth	wealth	NOUN
fsr-3404	423	7	over	over	ADP
fsr-3404	423	8	multiple	multiple	ADJ
fsr-3404	423	9	generations	generation	NOUN
fsr-3404	423	10	by	by	ADP
fsr-3404	423	11	using	use	VERB
fsr-3404	423	12	inherited	inherited	ADJ
fsr-3404	423	13	401(k	401(k	PROPN
fsr-3404	423	14	)	)	PUNCT
fsr-3404	423	15	plans	plan	NOUN
fsr-3404	423	16	and	and	CCONJ
fsr-3404	423	17	inherited	inherit	VERB
fsr-3404	423	18	iras	ira	NOUN
fsr-3404	423	19	.	.	PUNCT
fsr-3404	424	1	the	the	DET
fsr-3404	424	2	journal	journal	NOUN
fsr-3404	424	3	of	of	ADP
fsr-3404	424	4	pension	pension	NOUN
fsr-3404	424	5	planning	planning	NOUN
fsr-3404	424	6	&	&	CCONJ
fsr-3404	424	7	compliance	compliance	NOUN
fsr-3404	424	8	,	,	PUNCT
fsr-3404	424	9	40	40	NUM
fsr-3404	424	10	,	,	PUNCT
fsr-3404	424	11	1–25	1–25	PROPN
fsr-3404	424	12	.	.	PUNCT
fsr-3404	425	1	horan	horan	PROPN
fsr-3404	425	2	,	,	PUNCT
fsr-3404	425	3	s.	s.	PROPN
fsr-3404	425	4	m.	m.	PROPN
fsr-3404	425	5	(	(	PUNCT
fsr-3404	425	6	2002	2002	NUM
fsr-3404	425	7	)	)	PUNCT
fsr-3404	425	8	.	.	PUNCT
fsr-3404	426	1	after	after	ADP
fsr-3404	426	2	-	-	PUNCT
fsr-3404	426	3	tax	tax	NOUN
fsr-3404	426	4	valuation	valuation	NOUN
fsr-3404	426	5	of	of	ADP
fsr-3404	426	6	tax	tax	NOUN
fsr-3404	426	7	-	-	PUNCT
fsr-3404	426	8	sheltered	shelter	VERB
fsr-3404	426	9	assets	asset	NOUN
fsr-3404	426	10	.	.	PUNCT
fsr-3404	427	1	financial	financial	ADJ
fsr-3404	427	2	services	service	NOUN
fsr-3404	427	3	review	review	PROPN
fsr-3404	427	4	,	,	PUNCT
fsr-3404	427	5	11	11	NUM
fsr-3404	427	6	,	,	PUNCT
fsr-3404	427	7	253–275	253–275	NUM
fsr-3404	427	8	.	.	PUNCT
fsr-3404	428	1	horan	horan	PROPN
fsr-3404	428	2	,	,	PUNCT
fsr-3404	428	3	s.	s.	PROPN
fsr-3404	428	4	m.	m.	PROPN
fsr-3404	428	5	(	(	PUNCT
fsr-3404	428	6	2003	2003	NUM
fsr-3404	428	7	)	)	PUNCT
fsr-3404	428	8	.	.	PUNCT
fsr-3404	429	1	choosing	choose	VERB
fsr-3404	429	2	between	between	ADP
fsr-3404	429	3	tax	tax	NOUN
fsr-3404	429	4	-	-	PUNCT
fsr-3404	429	5	advantaged	advantage	VERB
fsr-3404	429	6	savings	saving	NOUN
fsr-3404	429	7	accounts	account	NOUN
fsr-3404	429	8	:	:	PUNCT
fsr-3404	429	9	a	a	DET
fsr-3404	429	10	reconciliation	reconciliation	NOUN
fsr-3404	429	11	of	of	ADP
fsr-3404	429	12	standardized	standardized	ADJ
fsr-3404	429	13	pretax	pretax	NOUN
fsr-3404	429	14	and	and	CCONJ
fsr-3404	429	15	after	after	ADP
fsr-3404	429	16	-	-	PUNCT
fsr-3404	429	17	tax	tax	NOUN
fsr-3404	429	18	frameworks	framework	NOUN
fsr-3404	429	19	.	.	PUNCT
fsr-3404	430	1	financial	financial	ADJ
fsr-3404	430	2	services	service	NOUN
fsr-3404	430	3	review	review	PROPN
fsr-3404	430	4	,	,	PUNCT
fsr-3404	430	5	12	12	NUM
fsr-3404	430	6	,	,	PUNCT
fsr-3404	430	7	339–357	339–357	NUM
fsr-3404	430	8	.	.	PUNCT
fsr-3404	431	1	horan	horan	PROPN
fsr-3404	431	2	,	,	PUNCT
fsr-3404	431	3	s.	s.	PROPN
fsr-3404	431	4	m.	m.	PROPN
fsr-3404	431	5	(	(	PUNCT
fsr-3404	431	6	2006	2006	NUM
fsr-3404	431	7	)	)	PUNCT
fsr-3404	431	8	.	.	PUNCT
fsr-3404	432	1	optimal	optimal	ADJ
fsr-3404	432	2	withdrawal	withdrawal	NOUN
fsr-3404	432	3	strategies	strategy	NOUN
fsr-3404	432	4	for	for	ADP
fsr-3404	432	5	retirees	retiree	NOUN
fsr-3404	432	6	with	with	ADP
fsr-3404	432	7	multiple	multiple	ADJ
fsr-3404	432	8	savings	saving	NOUN
fsr-3404	432	9	accounts	account	NOUN
fsr-3404	432	10	.	.	PUNCT
fsr-3404	433	1	journal	journal	NOUN
fsr-3404	433	2	of	of	ADP
fsr-3404	433	3	financial	financial	ADJ
fsr-3404	433	4	planning	planning	NOUN
fsr-3404	433	5	,	,	PUNCT
fsr-3404	433	6	19	19	NUM
fsr-3404	433	7	,	,	PUNCT
fsr-3404	433	8	62–75	62–75	NUM
fsr-3404	433	9	.	.	PUNCT
fsr-3404	434	1	horan	horan	PROPN
fsr-3404	434	2	,	,	PUNCT
fsr-3404	434	3	s.	s.	PROPN
fsr-3404	434	4	m.	m.	PROPN
fsr-3404	434	5	,	,	PUNCT
fsr-3404	434	6	&	&	CCONJ
fsr-3404	434	7	al	al	PROPN
fsr-3404	434	8	zaman	zaman	PROPN
fsr-3404	434	9	,	,	PUNCT
fsr-3404	434	10	a.	a.	NOUN
fsr-3404	434	11	(	(	PUNCT
fsr-3404	434	12	2009	2009	NUM
fsr-3404	434	13	)	)	PUNCT
fsr-3404	434	14	.	.	PUNCT
fsr-3404	435	1	iras	iras	PROPN
fsr-3404	435	2	under	under	ADP
fsr-3404	435	3	progressive	progressive	ADJ
fsr-3404	435	4	tax	tax	NOUN
fsr-3404	435	5	regimes	regime	NOUN
fsr-3404	435	6	and	and	CCONJ
fsr-3404	435	7	income	income	NOUN
fsr-3404	435	8	growth	growth	NOUN
fsr-3404	435	9	.	.	PUNCT
fsr-3404	436	1	financial	financial	ADJ
fsr-3404	436	2	services	service	NOUN
fsr-3404	436	3	review	review	PROPN
fsr-3404	436	4	,	,	PUNCT
fsr-3404	436	5	18	18	NUM
fsr-3404	436	6	,	,	PUNCT
fsr-3404	436	7	195–211	195–211	NUM
fsr-3404	436	8	.	.	PUNCT
fsr-3404	437	1	reichenstein	reichenstein	PROPN
fsr-3404	437	2	,	,	PUNCT
fsr-3404	437	3	w.	w.	PROPN
fsr-3404	437	4	(	(	PUNCT
fsr-3404	437	5	2006	2006	NUM
fsr-3404	437	6	)	)	PUNCT
fsr-3404	437	7	.	.	PUNCT
fsr-3404	438	1	after	after	ADP
fsr-3404	438	2	-	-	PUNCT
fsr-3404	438	3	tax	tax	NOUN
fsr-3404	438	4	asset	asset	NOUN
fsr-3404	438	5	allocation	allocation	NOUN
fsr-3404	438	6	.	.	PUNCT
fsr-3404	439	1	financial	financial	ADJ
fsr-3404	439	2	analysts	analyst	NOUN
fsr-3404	439	3	journal	journal	NOUN
fsr-3404	439	4	,	,	PUNCT
fsr-3404	439	5	62	62	NUM
fsr-3404	439	6	,	,	PUNCT
fsr-3404	439	7	14–19	14–19	NUM
fsr-3404	439	8	.	.	PUNCT
fsr-3404	440	1	reichenstein	reichenstein	PROPN
fsr-3404	440	2	,	,	PUNCT
fsr-3404	440	3	w.	w.	PROPN
fsr-3404	440	4	,	,	PUNCT
fsr-3404	440	5	horan	horan	PROPN
fsr-3404	440	6	,	,	PUNCT
fsr-3404	440	7	s.	s.	PROPN
fsr-3404	440	8	m.	m.	PROPN
fsr-3404	440	9	,	,	PUNCT
fsr-3404	440	10	&	&	CCONJ
fsr-3404	440	11	jennings	jennings	PROPN
fsr-3404	440	12	,	,	PUNCT
fsr-3404	440	13	w.	w.	PROPN
fsr-3404	440	14	w.	w.	PROPN
fsr-3404	440	15	(	(	PUNCT
fsr-3404	440	16	2015	2015	NUM
fsr-3404	440	17	)	)	PUNCT
fsr-3404	440	18	.	.	PUNCT
fsr-3404	441	1	two	two	NUM
fsr-3404	441	2	key	key	ADJ
fsr-3404	441	3	concepts	concept	NOUN
fsr-3404	441	4	for	for	ADP
fsr-3404	441	5	wealth	wealth	NOUN
fsr-3404	441	6	management	management	NOUN
fsr-3404	441	7	and	and	CCONJ
fsr-3404	441	8	beyond	beyond	ADP
fsr-3404	441	9	.	.	PUNCT
fsr-3404	442	1	financial	financial	ADJ
fsr-3404	442	2	analysts	analyst	NOUN
fsr-3404	442	3	’	'	PUNCT
fsr-3404	442	4	journal	journal	NOUN
fsr-3404	442	5	,	,	PUNCT
fsr-3404	442	6	71	71	NUM
fsr-3404	442	7	,	,	PUNCT
fsr-3404	442	8	70–77	70–77	NUM
fsr-3404	442	9	.	.	PUNCT
fsr-3404	443	1	reichert	reichert	PROPN
fsr-3404	443	2	,	,	PUNCT
fsr-3404	443	3	c.	c.	PROPN
fsr-3404	443	4	j.	j.	PROPN
fsr-3404	443	5	(	(	PUNCT
fsr-3404	443	6	2011	2011	NUM
fsr-3404	443	7	)	)	PUNCT
fsr-3404	443	8	.	.	PUNCT
fsr-3404	444	1	iras	iras	PROPN
fsr-3404	444	2	.	.	PROPN
fsr-3404	444	3	journal	journal	PROPN
fsr-3404	444	4	of	of	ADP
fsr-3404	444	5	accountancy	accountancy	NOUN
fsr-3404	444	6	,	,	PUNCT
fsr-3404	444	7	212	212	NUM
fsr-3404	444	8	,	,	PUNCT
fsr-3404	444	9	68–69	68–69	NUM
fsr-3404	444	10	.	.	PUNCT
fsr-3404	445	1	saunders	saunders	PROPN
fsr-3404	445	2	,	,	PUNCT
fsr-3404	445	3	l.	l.	PROPN
fsr-3404	445	4	(	(	PUNCT
fsr-3404	445	5	2018	2018	NUM
fsr-3404	445	6	,	,	PUNCT
fsr-3404	445	7	aug	aug	PROPN
fsr-3404	445	8	18	18	NUM
fsr-3404	445	9	)	)	PUNCT
fsr-3404	445	10	.	.	PUNCT
fsr-3404	446	1	tax	tax	NOUN
fsr-3404	446	2	report	report	NOUN
fsr-3404	446	3	:	:	PUNCT
fsr-3404	446	4	when	when	SCONJ
fsr-3404	446	5	to	to	PART
fsr-3404	446	6	ignore	ignore	VERB
fsr-3404	446	7	the	the	DET
fsr-3404	446	8	crowd	crowd	NOUN
fsr-3404	446	9	and	and	CCONJ
fsr-3404	446	10	shun	shun	VERB
fsr-3404	446	11	a	a	DET
fsr-3404	446	12	roth	roth	PROPN
fsr-3404	446	13	ira	ira	PROPN
fsr-3404	446	14	–	–	PUNCT
fsr-3404	446	15	wsj	wsj	PROPN
fsr-3404	446	16	.	.	PUNCT
fsr-3404	447	1	dow	dow	PROPN
fsr-3404	447	2	jones	jones	PROPN
fsr-3404	447	3	institutional	institutional	PROPN
fsr-3404	447	4	news	news	PROPN
fsr-3404	447	5	(	(	PUNCT
fsr-3404	447	6	available	available	ADJ
fsr-3404	447	7	at	at	ADP
fsr-3404	447	8	https://search.proquest.com/docview/2090610978	https://search.proquest.com/docview/2090610978	NOUN
fsr-3404	447	9	)	)	PUNCT
fsr-3404	447	10	.	.	PUNCT
fsr-3404	448	1	sibley	sibley	PROPN
fsr-3404	448	2	,	,	PUNCT
fsr-3404	448	3	m.	m.	NOUN
fsr-3404	448	4	(	(	PUNCT
fsr-3404	448	5	2002	2002	NUM
fsr-3404	448	6	)	)	PUNCT
fsr-3404	448	7	.	.	PUNCT
fsr-3404	449	1	on	on	ADP
fsr-3404	449	2	the	the	DET
fsr-3404	449	3	valuation	valuation	NOUN
fsr-3404	449	4	of	of	ADP
fsr-3404	449	5	tax	tax	NOUN
fsr-3404	449	6	-	-	PUNCT
fsr-3404	449	7	advantaged	advantaged	ADJ
fsr-3404	449	8	retirement	retirement	NOUN
fsr-3404	449	9	accounts	account	NOUN
fsr-3404	449	10	.	.	PUNCT
fsr-3404	450	1	financial	financial	ADJ
fsr-3404	450	2	services	service	NOUN
fsr-3404	450	3	review	review	NOUN
fsr-3404	450	4	,	,	PUNCT
fsr-3404	450	5	11	11	NUM
fsr-3404	450	6	,	,	PUNCT
fsr-3404	450	7	233–251	233–251	NUM
fsr-3404	450	8	.	.	PUNCT
fsr-3404	451	1	smith	smith	PROPN
fsr-3404	451	2	,	,	PUNCT
fsr-3404	451	3	h.	h.	PROPN
fsr-3404	451	4	,	,	PUNCT
fsr-3404	451	5	finke	finke	PROPN
fsr-3404	451	6	,	,	PUNCT
fsr-3404	451	7	m.	m.	NOUN
fsr-3404	451	8	,	,	PUNCT
fsr-3404	451	9	&	&	CCONJ
fsr-3404	451	10	huston	huston	PROPN
fsr-3404	451	11	,	,	PUNCT
fsr-3404	451	12	s.	s.	PROPN
fsr-3404	451	13	(	(	PUNCT
fsr-3404	451	14	2012	2012	NUM
fsr-3404	451	15	)	)	PUNCT
fsr-3404	451	16	.	.	PUNCT
fsr-3404	452	1	the	the	DET
fsr-3404	452	2	influence	influence	NOUN
fsr-3404	452	3	of	of	ADP
fsr-3404	452	4	financial	financial	ADJ
fsr-3404	452	5	sophistication	sophistication	NOUN
fsr-3404	452	6	and	and	CCONJ
fsr-3404	452	7	financial	financial	ADJ
fsr-3404	452	8	planners	planner	NOUN
fsr-3404	452	9	on	on	ADP
fsr-3404	452	10	roth	roth	PROPN
fsr-3404	452	11	ira	ira	PROPN
fsr-3404	452	12	ownership	ownership	PROPN
fsr-3404	452	13	.	.	PUNCT
fsr-3404	453	1	journal	journal	NOUN
fsr-3404	453	2	of	of	ADP
fsr-3404	453	3	financial	financial	ADJ
fsr-3404	453	4	service	service	NOUN
fsr-3404	453	5	professionals	professional	NOUN
fsr-3404	453	6	,	,	PUNCT
fsr-3404	453	7	66	66	NUM
fsr-3404	453	8	,	,	PUNCT
fsr-3404	453	9	69–81	69–81	NUM
fsr-3404	453	10	.	.	PUNCT
fsr-3404	454	1	vanzante	vanzante	PROPN
fsr-3404	454	2	,	,	PUNCT
fsr-3404	454	3	n.	n.	PROPN
fsr-3404	454	4	r.	r.	PROPN
fsr-3404	454	5	,	,	PUNCT
fsr-3404	454	6	&	&	CCONJ
fsr-3404	454	7	fritzsch	fritzsch	PROPN
fsr-3404	454	8	,	,	PUNCT
fsr-3404	454	9	r.	r.	PROPN
fsr-3404	454	10	b.	b.	PROPN
fsr-3404	454	11	(	(	PUNCT
fsr-3404	454	12	2013	2013	NUM
fsr-3404	454	13	)	)	PUNCT
fsr-3404	454	14	.	.	PUNCT
fsr-3404	455	1	the	the	DET
fsr-3404	455	2	benefits	benefit	NOUN
fsr-3404	455	3	of	of	ADP
fsr-3404	455	4	roth	roth	PROPN
fsr-3404	455	5	accounts	account	NOUN
fsr-3404	455	6	:	:	PUNCT
fsr-3404	455	7	considering	consider	VERB
fsr-3404	455	8	tax	tax	NOUN
fsr-3404	455	9	rates	rate	NOUN
fsr-3404	455	10	before	before	ADP
fsr-3404	455	11	and	and	CCONJ
fsr-3404	455	12	after	after	ADP
fsr-3404	455	13	retirement	retirement	NOUN
fsr-3404	455	14	.	.	PUNCT
fsr-3404	456	1	the	the	DET
fsr-3404	456	2	cpa	cpa	PROPN
fsr-3404	456	3	journal	journal	NOUN
fsr-3404	456	4	,	,	PUNCT
fsr-3404	456	5	83	83	NUM
fsr-3404	456	6	,	,	PUNCT
fsr-3404	456	7	54	54	NUM
fsr-3404	456	8	.	.	NOUN
fsr-3404	456	9	365	365	NUM
fsr-3404	456	10	t.	t.	NOUN
fsr-3404	456	11	manuel	manuel	NOUN
fsr-3404	456	12	et	et	PROPN
fsr-3404	456	13	al	al	PROPN
fsr-3404	456	14	.	.	PUNCT
fsr-3404	456	15	/	/	SYM
fsr-3404	456	16	financial	financial	ADJ
fsr-3404	456	17	services	service	NOUN
fsr-3404	456	18	review	review	VERB
fsr-3404	456	19	27	27	NUM
fsr-3404	456	20	(	(	PUNCT
fsr-3404	456	21	2018	2018	NUM
fsr-3404	456	22	)	)	PUNCT
fsr-3404	456	23	345	345	NUM
fsr-3404	456	24	-	-	SYM
fsr-3404	456	25	365	365	NUM