id sid tid token lemma pos eblip-24802 1 1 evidence evidence NOUN eblip-24802 1 2 based base VERB eblip-24802 1 3 library library NOUN eblip-24802 1 4 and and CCONJ eblip-24802 1 5 information information NOUN eblip-24802 1 6 practice practice NOUN eblip-24802 1 7             SPACE eblip-24802 1 8 article article NOUN eblip-24802 1 9     SPACE eblip-24802 1 10 library library NOUN eblip-24802 1 11 website website NOUN eblip-24802 1 12 visits visit NOUN eblip-24802 1 13 and and CCONJ eblip-24802 1 14 enrollment enrollment NOUN eblip-24802 1 15 trends trend NOUN eblip-24802 1 16     SPACE eblip-24802 1 17 linda linda PROPN eblip-24802 1 18 anderson anderson PROPN eblip-24802 1 19 library library PROPN eblip-24802 1 20 website website NOUN eblip-24802 1 21 coordinator coordinator NOUN eblip-24802 1 22 library library PROPN eblip-24802 1 23 information information NOUN eblip-24802 1 24 technology technology PROPN eblip-24802 1 25 services services PROPN eblip-24802 1 26 iowa iowa PROPN eblip-24802 1 27 state state PROPN eblip-24802 1 28 university university PROPN eblip-24802 1 29 ames ames PROPN eblip-24802 1 30 , , PUNCT eblip-24802 1 31 iowa iowa PROPN eblip-24802 1 32 , , PUNCT eblip-24802 1 33 united united PROPN eblip-24802 1 34 states states PROPN eblip-24802 1 35 of of ADP eblip-24802 1 36 america america PROPN eblip-24802 1 37 email email NOUN eblip-24802 1 38 : : PUNCT eblip-24802 2 1 landerso@iastate.edu landerso@iastate.edu PRON eblip-24802 2 2     SPACE eblip-24802 2 3 received receive VERB eblip-24802 2 4 : : PUNCT eblip-24802 2 5 4 4 NUM eblip-24802 2 6 june june PROPN eblip-24802 2 7 2015 2015 NUM eblip-24802 2 8                                                                                                                                           SPACE eblip-24802 2 9 accepted accept VERB eblip-24802 2 10 : : PUNCT eblip-24802 2 11 27 27 NUM eblip-24802 2 12 oct oct PROPN eblip-24802 2 13 . . PROPN eblip-24802 2 14 2015 2015 NUM eblip-24802 2 15                     SPACE eblip-24802 2 16 2016 2016 NUM eblip-24802 2 17 anderson anderson PROPN eblip-24802 2 18 . . PUNCT eblip-24802 3 1 this this PRON eblip-24802 3 2 is be AUX eblip-24802 3 3 an an DET eblip-24802 3 4 open open ADJ eblip-24802 3 5 access access NOUN eblip-24802 3 6 article article NOUN eblip-24802 3 7 distributed distribute VERB eblip-24802 3 8 under under ADP eblip-24802 3 9 the the DET eblip-24802 3 10 terms term NOUN eblip-24802 3 11 of of ADP eblip-24802 3 12 the the DET eblip-24802 3 13 creative creative ADJ eblip-24802 3 14 commons‐attribution‐noncommercial‐share commons‐attribution‐noncommercial‐share NOUN eblip-24802 3 15 alike alike ADJ eblip-24802 3 16 license license VERB eblip-24802 3 17 4.0 4.0 NUM eblip-24802 3 18 international international ADJ eblip-24802 3 19 ( ( PUNCT eblip-24802 3 20 http://creativecommons.org/licenses/by-nc-sa/4.0/ http://creativecommons.org/licenses/by-nc-sa/4.0/ PROPN eblip-24802 3 21 ) ) PUNCT eblip-24802 3 22 , , PUNCT eblip-24802 3 23 which which PRON eblip-24802 3 24 permits permit VERB eblip-24802 3 25 unrestricted unrestricted ADJ eblip-24802 3 26 use use NOUN eblip-24802 3 27 , , PUNCT eblip-24802 3 28 distribution distribution NOUN eblip-24802 3 29 , , PUNCT eblip-24802 3 30 and and CCONJ eblip-24802 3 31 reproduction reproduction NOUN eblip-24802 3 32 in in ADP eblip-24802 3 33 any any DET eblip-24802 3 34 medium medium NOUN eblip-24802 3 35 , , PUNCT eblip-24802 3 36 provided provide VERB eblip-24802 3 37 the the DET eblip-24802 3 38 original original ADJ eblip-24802 3 39 work work NOUN eblip-24802 3 40 is be AUX eblip-24802 3 41 properly properly ADV eblip-24802 3 42 attributed attribute VERB eblip-24802 3 43 , , PUNCT eblip-24802 3 44 not not PART eblip-24802 3 45 used use VERB eblip-24802 3 46 for for ADP eblip-24802 3 47 commercial commercial ADJ eblip-24802 3 48 purposes purpose NOUN eblip-24802 3 49 , , PUNCT eblip-24802 3 50 and and CCONJ eblip-24802 3 51 , , PUNCT eblip-24802 3 52 if if SCONJ eblip-24802 3 53 transformed transform VERB eblip-24802 3 54 , , PUNCT eblip-24802 3 55 the the DET eblip-24802 3 56 resulting result VERB eblip-24802 3 57 work work NOUN eblip-24802 3 58 is be AUX eblip-24802 3 59 redistributed redistribute VERB eblip-24802 3 60 under under ADP eblip-24802 3 61 the the DET eblip-24802 3 62 same same ADJ eblip-24802 3 63 or or CCONJ eblip-24802 3 64 similar similar ADJ eblip-24802 3 65 license license NOUN eblip-24802 3 66 to to ADP eblip-24802 3 67 this this DET eblip-24802 3 68 one one NUM eblip-24802 3 69 . . PUNCT eblip-24802 3 70         SPACE eblip-24802 4 1 abstract abstract ADJ eblip-24802 4 2     SPACE eblip-24802 4 3 objective objective ADJ eblip-24802 4 4 – – PUNCT eblip-24802 4 5 measures measure NOUN eblip-24802 4 6 of of ADP eblip-24802 4 7 trends trend NOUN eblip-24802 4 8 in in ADP eblip-24802 4 9 iowa iowa PROPN eblip-24802 4 10 state state PROPN eblip-24802 4 11 university university PROPN eblip-24802 4 12 library library NOUN eblip-24802 4 13 website website NOUN eblip-24802 4 14 visits visit NOUN eblip-24802 4 15 per per ADP eblip-24802 4 16 student student NOUN eblip-24802 4 17 / / SYM eblip-24802 4 18 faculty faculty NOUN eblip-24802 4 19 / / SYM eblip-24802 4 20 staff staff NOUN eblip-24802 4 21 headcount headcount NOUN eblip-24802 4 22 show show NOUN eblip-24802 4 23 decreased decrease VERB eblip-24802 4 24 use use NOUN eblip-24802 4 25 . . PUNCT eblip-24802 5 1 analysis analysis NOUN eblip-24802 5 2 was be AUX eblip-24802 5 3 conducted conduct VERB eblip-24802 5 4 to to PART eblip-24802 5 5 test test VERB eblip-24802 5 6 for for ADP eblip-24802 5 7 a a DET eblip-24802 5 8 relationship relationship NOUN eblip-24802 5 9 between between ADP eblip-24802 5 10 this this DET eblip-24802 5 11 decrease decrease NOUN eblip-24802 5 12 and and CCONJ eblip-24802 5 13 decreasing decrease VERB eblip-24802 5 14 graduate graduate NOUN eblip-24802 5 15 / / SYM eblip-24802 5 16 undergraduate undergraduate NOUN eblip-24802 5 17 enrollment enrollment NOUN eblip-24802 5 18 ratios ratio NOUN eblip-24802 5 19 and and CCONJ eblip-24802 5 20 decreasing decrease VERB eblip-24802 5 21 visits visit NOUN eblip-24802 5 22 to to ADP eblip-24802 5 23 a a DET eblip-24802 5 24 popular popular ADJ eblip-24802 5 25 digital digital ADJ eblip-24802 5 26 collection collection NOUN eblip-24802 5 27 . . PUNCT eblip-24802 6 1 the the DET eblip-24802 6 2 purpose purpose NOUN eblip-24802 6 3 was be AUX eblip-24802 6 4 to to PART eblip-24802 6 5 measure measure VERB eblip-24802 6 6 the the DET eblip-24802 6 7 influence influence NOUN eblip-24802 6 8 of of ADP eblip-24802 6 9 these these DET eblip-24802 6 10 factors factor NOUN eblip-24802 6 11 and and CCONJ eblip-24802 6 12 to to PART eblip-24802 6 13 produce produce VERB eblip-24802 6 14 an an DET eblip-24802 6 15 adjusted adjust VERB eblip-24802 6 16 measure measure NOUN eblip-24802 6 17 of of ADP eblip-24802 6 18 trend trend NOUN eblip-24802 6 19 which which PRON eblip-24802 6 20 accounts account VERB eblip-24802 6 21 for for ADP eblip-24802 6 22 these these DET eblip-24802 6 23 factors factor NOUN eblip-24802 6 24 . . PUNCT eblip-24802 6 25     SPACE eblip-24802 7 1 methods method NOUN eblip-24802 7 2 – – PUNCT eblip-24802 7 3 website website NOUN eblip-24802 7 4 transaction transaction NOUN eblip-24802 7 5 log log VERB eblip-24802 7 6 data datum NOUN eblip-24802 7 7 and and CCONJ eblip-24802 7 8 enrollment enrollment NOUN eblip-24802 7 9 data datum NOUN eblip-24802 7 10 were be AUX eblip-24802 7 11 modelled model VERB eblip-24802 7 12 with with ADP eblip-24802 7 13 box box PROPN eblip-24802 7 14 and and CCONJ eblip-24802 7 15 jenkins jenkins PROPN eblip-24802 7 16 time time PROPN eblip-24802 7 17 series series PROPN eblip-24802 7 18 analysis analysis NOUN eblip-24802 7 19 methods method NOUN eblip-24802 7 20 ( ( PUNCT eblip-24802 7 21 regression regression NOUN eblip-24802 7 22 with with ADP eblip-24802 7 23 arma arma NOUN eblip-24802 7 24 errors error NOUN eblip-24802 7 25 ) ) PUNCT eblip-24802 7 26 . . PUNCT eblip-24802 7 27     SPACE eblip-24802 8 1 results result VERB eblip-24802 8 2 – – PUNCT eblip-24802 8 3 a a DET eblip-24802 8 4 declining decline VERB eblip-24802 8 5 graduate graduate NOUN eblip-24802 8 6 to to PART eblip-24802 8 7 undergraduate undergraduate VERB eblip-24802 8 8 enrollment enrollment NOUN eblip-24802 8 9 ratio ratio NOUN eblip-24802 8 10 at at ADP eblip-24802 8 11 iowa iowa PROPN eblip-24802 8 12 state state PROPN eblip-24802 8 13 university university PROPN eblip-24802 8 14 explained explain VERB eblip-24802 8 15 23 23 NUM eblip-24802 8 16 % % NOUN eblip-24802 8 17 of of ADP eblip-24802 8 18 the the DET eblip-24802 8 19 innovation innovation NOUN eblip-24802 8 20 variance variance NOUN eblip-24802 8 21 of of ADP eblip-24802 8 22 library library ADJ eblip-24802 8 23 website website NOUN eblip-24802 8 24 visits visit NOUN eblip-24802 8 25 per per ADP eblip-24802 8 26 headcount headcount NOUN eblip-24802 8 27 over over ADP eblip-24802 8 28 the the DET eblip-24802 8 29 study study NOUN eblip-24802 8 30 period period NOUN eblip-24802 8 31 , , PUNCT eblip-24802 8 32 while while SCONJ eblip-24802 8 33 visits visit NOUN eblip-24802 8 34 to to ADP eblip-24802 8 35 a a DET eblip-24802 8 36 popular popular ADJ eblip-24802 8 37 digital digital ADJ eblip-24802 8 38 collection collection NOUN eblip-24802 8 39 also also ADV eblip-24802 8 40 declined decline VERB eblip-24802 8 41 , , PUNCT eblip-24802 8 42 explaining explain VERB eblip-24802 8 43 34 34 NUM eblip-24802 8 44 % % NOUN eblip-24802 8 45 of of ADP eblip-24802 8 46 the the DET eblip-24802 8 47 innovation innovation NOUN eblip-24802 8 48 variance variance NOUN eblip-24802 8 49 . . PUNCT eblip-24802 9 1 rolling roll VERB eblip-24802 9 2 windows window NOUN eblip-24802 9 3 analysis analysis NOUN eblip-24802 9 4 showed show VERB eblip-24802 9 5 that that SCONJ eblip-24802 9 6 the the DET eblip-24802 9 7 effect effect NOUN eblip-24802 9 8 of of ADP eblip-24802 9 9 the the DET eblip-24802 9 10 graduate graduate NOUN eblip-24802 9 11 / / SYM eblip-24802 9 12 undergraduate undergraduate NOUN eblip-24802 9 13 ratio ratio NOUN eblip-24802 9 14 increased increase VERB eblip-24802 9 15 over over ADP eblip-24802 9 16 the the DET eblip-24802 9 17 study study NOUN eblip-24802 9 18 period period NOUN eblip-24802 9 19 , , PUNCT eblip-24802 9 20 while while SCONJ eblip-24802 9 21 the the DET eblip-24802 9 22 effect effect NOUN eblip-24802 9 23 of of ADP eblip-24802 9 24 digital digital ADJ eblip-24802 9 25 collection collection NOUN eblip-24802 9 26 visits visit NOUN eblip-24802 9 27 decreased decrease VERB eblip-24802 9 28 . . PUNCT eblip-24802 10 1 in in ADP eblip-24802 10 2 addition addition NOUN eblip-24802 10 3 , , PUNCT eblip-24802 10 4 estimates estimate NOUN eblip-24802 10 5 of of ADP eblip-24802 10 6 website website NOUN eblip-24802 10 7 usage usage NOUN eblip-24802 10 8 by by ADP eblip-24802 10 9 graduate graduate NOUN eblip-24802 10 10 students student NOUN eblip-24802 10 11 and and CCONJ eblip-24802 10 12 undergraduates undergraduate NOUN eblip-24802 10 13 , , PUNCT eblip-24802 10 14 after after ADP eblip-24802 10 15 accounting account VERB eblip-24802 10 16 for for ADP eblip-24802 10 17 other other ADJ eblip-24802 10 18 factors factor NOUN eblip-24802 10 19 , , PUNCT eblip-24802 10 20 matched match VERB eblip-24802 10 21 estimates estimate NOUN eblip-24802 10 22 from from ADP eblip-24802 10 23 a a DET eblip-24802 10 24 survey survey NOUN eblip-24802 10 25 . . PUNCT eblip-24802 10 26     SPACE eblip-24802 11 1 conclusion conclusion NOUN eblip-24802 11 2 – – PUNCT eblip-24802 11 3 a a DET eblip-24802 11 4 rolling rolling ADJ eblip-24802 11 5 windows window NOUN eblip-24802 11 6 metric metric ADJ eblip-24802 11 7 of of ADP eblip-24802 11 8 mean mean ADJ eblip-24802 11 9 change change NOUN eblip-24802 11 10 adjusted adjust VERB eblip-24802 11 11 for for ADP eblip-24802 11 12 changes change NOUN eblip-24802 11 13 in in ADP eblip-24802 11 14 demographics demographic NOUN eblip-24802 11 15 and and CCONJ eblip-24802 11 16 other other ADJ eblip-24802 11 17 factors factor NOUN eblip-24802 11 18 allows allow VERB eblip-24802 11 19 for for ADP eblip-24802 11 20 a a DET eblip-24802 11 21 fairer fair ADJ eblip-24802 11 22 comparison comparison NOUN eblip-24802 11 23 of of ADP eblip-24802 11 24 year year NOUN eblip-24802 11 25 - - PUNCT eblip-24802 11 26 to to ADP eblip-24802 11 27 - - PUNCT eblip-24802 11 28 year year NOUN eblip-24802 11 29 website website NOUN eblip-24802 11 30 usage usage NOUN eblip-24802 11 31 , , PUNCT eblip-24802 11 32 while while SCONJ eblip-24802 11 33 also also ADV eblip-24802 11 34 measuring measure VERB eblip-24802 11 35 the the DET eblip-24802 11 36 change change NOUN eblip-24802 11 37 in in ADP eblip-24802 11 38 influence influence NOUN eblip-24802 11 39 of of ADP eblip-24802 11 40 these these DET eblip-24802 11 41 factors factor NOUN eblip-24802 11 42 . . PUNCT eblip-24802 12 1 adjusting adjust VERB eblip-24802 12 2 for for ADP eblip-24802 12 3 these these DET eblip-24802 12 4 influences influence NOUN eblip-24802 12 5 provides provide VERB eblip-24802 12 6 a a DET eblip-24802 12 7 baseline baseline NOUN eblip-24802 12 8 for for ADP eblip-24802 12 9 studying study VERB eblip-24802 12 10 the the DET eblip-24802 12 11 effect effect NOUN eblip-24802 12 12 of of ADP eblip-24802 12 13 interventions intervention NOUN eblip-24802 12 14 , , PUNCT eblip-24802 12 15 such such ADJ eblip-24802 12 16 as as ADP eblip-24802 12 17 website website NOUN eblip-24802 12 18 design design NOUN eblip-24802 12 19 changes change NOUN eblip-24802 12 20 . . PUNCT eblip-24802 13 1 box box NOUN eblip-24802 13 2 - - PUNCT eblip-24802 13 3 jenkins jenkin NOUN eblip-24802 13 4 methods method NOUN eblip-24802 13 5 of of ADP eblip-24802 13 6 analysis analysis NOUN eblip-24802 13 7 for for ADP eblip-24802 13 8 time time NOUN eblip-24802 13 9 series series PROPN eblip-24802 13 10 data datum NOUN eblip-24802 13 11 can can AUX eblip-24802 13 12 provide provide VERB eblip-24802 13 13 a a DET eblip-24802 13 14 more more ADV eblip-24802 13 15 accurate accurate ADJ eblip-24802 13 16 measure measure NOUN eblip-24802 13 17 than than ADP eblip-24802 13 18 ordinary ordinary ADJ eblip-24802 13 19 regression regression NOUN eblip-24802 13 20 , , PUNCT eblip-24802 13 21 demonstrated demonstrate VERB eblip-24802 13 22 by by ADP eblip-24802 13 23 estimating estimate VERB eblip-24802 13 24 undergraduate undergraduate NOUN eblip-24802 13 25 and and CCONJ eblip-24802 13 26 graduate graduate ADJ eblip-24802 13 27 website website NOUN eblip-24802 13 28 usage usage NOUN eblip-24802 13 29 to to PART eblip-24802 13 30 corroborate corroborate VERB eblip-24802 13 31 survey survey NOUN eblip-24802 13 32 data datum NOUN eblip-24802 13 33 . . PUNCT eblip-24802 14 1 while while SCONJ eblip-24802 14 2 overall overall ADJ eblip-24802 14 3 website website NOUN eblip-24802 14 4 usage usage NOUN eblip-24802 14 5 is be AUX eblip-24802 14 6 decreasing decrease VERB eblip-24802 14 7 , , PUNCT eblip-24802 14 8 it it PRON eblip-24802 14 9 is be AUX eblip-24802 14 10 not not PART eblip-24802 14 11 clear clear ADJ eblip-24802 14 12 it it PRON eblip-24802 14 13 is be AUX eblip-24802 14 14 decreasing decrease VERB eblip-24802 14 15 for for ADP eblip-24802 14 16 all all DET eblip-24802 14 17 groups group NOUN eblip-24802 14 18 . . PUNCT eblip-24802 15 1 inferences inference NOUN eblip-24802 15 2 were be AUX eblip-24802 15 3 made make VERB eblip-24802 15 4 about about ADP eblip-24802 15 5 demographic demographic ADJ eblip-24802 15 6 groups group NOUN eblip-24802 15 7 with with ADP eblip-24802 15 8 data datum NOUN eblip-24802 15 9 that that PRON eblip-24802 15 10 is be AUX eblip-24802 15 11 not not PART eblip-24802 15 12 tied tie VERB eblip-24802 15 13 to to ADP eblip-24802 15 14 individuals individual NOUN eblip-24802 15 15 , , PUNCT eblip-24802 15 16 thus thus ADV eblip-24802 15 17 alleviating alleviate VERB eblip-24802 15 18 privacy privacy NOUN eblip-24802 15 19 concerns concern NOUN eblip-24802 15 20 . . PUNCT eblip-24802 15 21         SPACE eblip-24802 16 1 introduction introduction NOUN eblip-24802 16 2     SPACE eblip-24802 16 3 library library NOUN eblip-24802 16 4 use use NOUN eblip-24802 16 5 is be AUX eblip-24802 16 6 a a DET eblip-24802 16 7 measure measure NOUN eblip-24802 16 8 of of ADP eblip-24802 16 9 implied imply VERB eblip-24802 16 10 value value NOUN eblip-24802 16 11 ( ( PUNCT eblip-24802 16 12 tenopir tenopir PROPN eblip-24802 16 13 , , PUNCT eblip-24802 16 14 2013 2013 NUM eblip-24802 16 15 ) ) PUNCT eblip-24802 16 16 . . PUNCT eblip-24802 17 1 measuring measure VERB eblip-24802 17 2 changes change NOUN eblip-24802 17 3 in in ADP eblip-24802 17 4 usage usage NOUN eblip-24802 17 5 over over ADP eblip-24802 17 6 time time NOUN eblip-24802 17 7 and and CCONJ eblip-24802 17 8 the the DET eblip-24802 17 9 impact impact NOUN eblip-24802 17 10 of of ADP eblip-24802 17 11 internal internal ADJ eblip-24802 17 12 and and CCONJ eblip-24802 17 13 external external ADJ eblip-24802 17 14 factors factor NOUN eblip-24802 17 15 on on ADP eblip-24802 17 16 usage usage NOUN eblip-24802 17 17 is be AUX eblip-24802 17 18 of of ADP eblip-24802 17 19 interest interest NOUN eblip-24802 17 20 as as SCONJ eblip-24802 17 21 libraries library NOUN eblip-24802 17 22 are be AUX eblip-24802 17 23 looking look VERB eblip-24802 17 24 for for ADP eblip-24802 17 25 ways way NOUN eblip-24802 17 26 to to PART eblip-24802 17 27 demonstrate demonstrate VERB eblip-24802 17 28 continued continue VERB eblip-24802 17 29 library library NOUN eblip-24802 17 30 value value NOUN eblip-24802 17 31 . . PUNCT eblip-24802 17 32     SPACE eblip-24802 18 1 one one NUM eblip-24802 18 2 aspect aspect NOUN eblip-24802 18 3 of of ADP eblip-24802 18 4 library library ADJ eblip-24802 18 5 usage usage NOUN eblip-24802 18 6 is be AUX eblip-24802 18 7 library library ADJ eblip-24802 18 8 website website NOUN eblip-24802 18 9 usage usage NOUN eblip-24802 18 10 . . PUNCT eblip-24802 19 1 changes change NOUN eblip-24802 19 2 to to ADP eblip-24802 19 3 the the DET eblip-24802 19 4 website website NOUN eblip-24802 19 5 may may AUX eblip-24802 19 6 or or CCONJ eblip-24802 19 7 may may AUX eblip-24802 19 8 not not PART eblip-24802 19 9 affect affect VERB eblip-24802 19 10 the the DET eblip-24802 19 11 number number NOUN eblip-24802 19 12 of of ADP eblip-24802 19 13 visits visit NOUN eblip-24802 19 14 to to ADP eblip-24802 19 15 the the DET eblip-24802 19 16 website website NOUN eblip-24802 19 17 , , PUNCT eblip-24802 19 18 but but CCONJ eblip-24802 19 19 it it PRON eblip-24802 19 20 could could AUX eblip-24802 19 21 affect affect VERB eblip-24802 19 22 usage usage NOUN eblip-24802 19 23 of of ADP eblip-24802 19 24 specific specific ADJ eblip-24802 19 25 services service NOUN eblip-24802 19 26 or or CCONJ eblip-24802 19 27 resources resource NOUN eblip-24802 19 28 by by ADP eblip-24802 19 29 making make VERB eblip-24802 19 30 them they PRON eblip-24802 19 31 more more ADV eblip-24802 19 32 visible visible ADJ eblip-24802 19 33 than than ADP eblip-24802 19 34 before before ADV eblip-24802 19 35 . . PUNCT eblip-24802 20 1 while while SCONJ eblip-24802 20 2 design design NOUN eblip-24802 20 3 changes change NOUN eblip-24802 20 4 may may AUX eblip-24802 20 5 be be AUX eblip-24802 20 6 based base VERB eblip-24802 20 7 on on ADP eblip-24802 20 8 research research NOUN eblip-24802 20 9 prior prior ADV eblip-24802 20 10 to to ADP eblip-24802 20 11 the the DET eblip-24802 20 12 redesign redesign NOUN eblip-24802 20 13 , , PUNCT eblip-24802 20 14 the the DET eblip-24802 20 15 effect effect NOUN eblip-24802 20 16 of of ADP eblip-24802 20 17 changes change NOUN eblip-24802 20 18 can can AUX eblip-24802 20 19 also also ADV eblip-24802 20 20 be be AUX eblip-24802 20 21 evaluated evaluate VERB eblip-24802 20 22 after after SCONJ eblip-24802 20 23 they they PRON eblip-24802 20 24 are be AUX eblip-24802 20 25 made make VERB eblip-24802 20 26 , , PUNCT eblip-24802 20 27 using use VERB eblip-24802 20 28 both both DET eblip-24802 20 29 qualitative qualitative ADJ eblip-24802 20 30 methods method NOUN eblip-24802 20 31 , , PUNCT eblip-24802 20 32 such such ADJ eblip-24802 20 33 as as ADP eblip-24802 20 34 usability usability NOUN eblip-24802 20 35 studies study NOUN eblip-24802 20 36 , , PUNCT eblip-24802 20 37 and and CCONJ eblip-24802 20 38 quantitative quantitative ADJ eblip-24802 20 39 methods method NOUN eblip-24802 20 40 , , PUNCT eblip-24802 20 41 such such ADJ eblip-24802 20 42 as as ADP eblip-24802 20 43 transaction transaction NOUN eblip-24802 20 44 log log VERB eblip-24802 20 45 analysis analysis NOUN eblip-24802 20 46 . . PUNCT eblip-24802 20 47     SPACE eblip-24802 21 1 the the DET eblip-24802 21 2 iowa iowa PROPN eblip-24802 21 3 state state PROPN eblip-24802 21 4 university university PROPN eblip-24802 21 5 library library NOUN eblip-24802 21 6 website website NOUN eblip-24802 21 7 includes include VERB eblip-24802 21 8 a a DET eblip-24802 21 9 discovery discovery NOUN eblip-24802 21 10 service service NOUN eblip-24802 21 11 through through ADP eblip-24802 21 12 ex ex X eblip-24802 21 13 libris libris PROPN eblip-24802 21 14 ’ ' PUNCT eblip-24802 21 15 primo primo NOUN eblip-24802 21 16 , , PUNCT eblip-24802 21 17 lists list NOUN eblip-24802 21 18 of of ADP eblip-24802 21 19 article article NOUN eblip-24802 21 20 indexes index NOUN eblip-24802 21 21 and and CCONJ eblip-24802 21 22 databases database NOUN eblip-24802 21 23 , , PUNCT eblip-24802 21 24 e e NOUN eblip-24802 21 25 - - NOUN eblip-24802 21 26 journals journal NOUN eblip-24802 21 27 , , PUNCT eblip-24802 21 28 course course NOUN eblip-24802 21 29 reserves reserve NOUN eblip-24802 21 30 , , PUNCT eblip-24802 21 31 “ " PUNCT eblip-24802 21 32 ask ask VERB eblip-24802 21 33 us we PRON eblip-24802 21 34 ! ! PUNCT eblip-24802 21 35 ” " PUNCT eblip-24802 22 1 online online ADJ eblip-24802 22 2 reference reference NOUN eblip-24802 22 3 service service NOUN eblip-24802 22 4 , , PUNCT eblip-24802 22 5 digital digital ADJ eblip-24802 22 6 collections collection NOUN eblip-24802 22 7 , , PUNCT eblip-24802 22 8 special special ADJ eblip-24802 22 9 collections collection NOUN eblip-24802 22 10 , , PUNCT eblip-24802 22 11 and and CCONJ eblip-24802 22 12 general general ADJ eblip-24802 22 13 information information NOUN eblip-24802 22 14 about about ADP eblip-24802 22 15 the the DET eblip-24802 22 16 library library NOUN eblip-24802 22 17 and and CCONJ eblip-24802 22 18 library library NOUN eblip-24802 22 19 services service NOUN eblip-24802 22 20 . . PUNCT eblip-24802 23 1 to to PART eblip-24802 23 2 evaluate evaluate VERB eblip-24802 23 3 website website NOUN eblip-24802 23 4 usage usage NOUN eblip-24802 23 5 over over ADP eblip-24802 23 6 time time NOUN eblip-24802 23 7 , , PUNCT eblip-24802 23 8 enrollment enrollment NOUN eblip-24802 23 9 levels level NOUN eblip-24802 23 10 , , PUNCT eblip-24802 23 11 which which PRON eblip-24802 23 12 have have AUX eblip-24802 23 13 been be AUX eblip-24802 23 14 increasing increase VERB eblip-24802 23 15 at at ADP eblip-24802 23 16 iowa iowa PROPN eblip-24802 23 17 state state PROPN eblip-24802 23 18 university university PROPN eblip-24802 23 19 , , PUNCT eblip-24802 23 20 must must AUX eblip-24802 23 21 be be AUX eblip-24802 23 22 taken take VERB eblip-24802 23 23 into into ADP eblip-24802 23 24 account account NOUN eblip-24802 23 25 . . PUNCT eblip-24802 23 26     SPACE eblip-24802 24 1 library library ADJ eblip-24802 24 2 website website NOUN eblip-24802 24 3 usage usage NOUN eblip-24802 24 4 data datum NOUN eblip-24802 24 5 ( ( PUNCT eblip-24802 24 6 visits visit NOUN eblip-24802 24 7 as as SCONJ eblip-24802 24 8 defined define VERB eblip-24802 24 9 by by ADP eblip-24802 24 10 ip ip DET eblip-24802 24 11 address address NOUN eblip-24802 24 12 ) ) PUNCT eblip-24802 24 13 from from ADP eblip-24802 24 14 server server NOUN eblip-24802 24 15 transaction transaction NOUN eblip-24802 24 16 logs log NOUN eblip-24802 24 17 are be AUX eblip-24802 24 18 analyzed analyze VERB eblip-24802 24 19 in in ADP eblip-24802 24 20 this this DET eblip-24802 24 21 paper paper NOUN eblip-24802 24 22 . . PUNCT eblip-24802 25 1 three three NUM eblip-24802 25 2 factors factor NOUN eblip-24802 25 3 are be AUX eblip-24802 25 4 included include VERB eblip-24802 25 5 in in ADP eblip-24802 25 6 the the DET eblip-24802 25 7 analysis analysis NOUN eblip-24802 25 8 : : PUNCT eblip-24802 25 9 increasing increase VERB eblip-24802 25 10 enrollment enrollment NOUN eblip-24802 25 11 ( ( PUNCT eblip-24802 25 12 using use VERB eblip-24802 25 13 website website NOUN eblip-24802 25 14 visits visit NOUN eblip-24802 25 15 per per ADP eblip-24802 25 16 headcount headcount NOUN eblip-24802 25 17 as as ADP eblip-24802 25 18 the the DET eblip-24802 25 19 dependent dependent ADJ eblip-24802 25 20 variable variable NOUN eblip-24802 25 21 ) ) PUNCT eblip-24802 25 22 ; ; PUNCT eblip-24802 25 23 graduate graduate VERB eblip-24802 25 24 to to PART eblip-24802 25 25 undergraduate undergraduate VERB eblip-24802 25 26 enrollment enrollment NOUN eblip-24802 25 27 ratio ratio NOUN eblip-24802 25 28 ; ; PUNCT eblip-24802 25 29 and and CCONJ eblip-24802 25 30 visits visit NOUN eblip-24802 25 31 starting start VERB eblip-24802 25 32 on on ADP eblip-24802 25 33 the the DET eblip-24802 25 34 george george PROPN eblip-24802 25 35 washington washington PROPN eblip-24802 25 36 carver carver PROPN eblip-24802 25 37 digital digital ADJ eblip-24802 25 38 collections collection NOUN eblip-24802 25 39 pages page NOUN eblip-24802 25 40 . . PUNCT eblip-24802 25 41     SPACE eblip-24802 25 42 in in ADP eblip-24802 25 43 general general ADJ eblip-24802 25 44 , , PUNCT eblip-24802 25 45 sources source NOUN eblip-24802 25 46 of of ADP eblip-24802 25 47 visits visit NOUN eblip-24802 25 48 to to ADP eblip-24802 25 49 the the DET eblip-24802 25 50 website website NOUN eblip-24802 25 51 include include VERB eblip-24802 25 52 robots robot NOUN eblip-24802 25 53 , , PUNCT eblip-24802 25 54 people people NOUN eblip-24802 25 55 unaffiliated unaffiliate VERB eblip-24802 25 56 with with ADP eblip-24802 25 57 the the DET eblip-24802 25 58 university university NOUN eblip-24802 25 59 , , PUNCT eblip-24802 25 60 and and CCONJ eblip-24802 25 61 faculty faculty NOUN eblip-24802 25 62 , , PUNCT eblip-24802 25 63 staff staff NOUN eblip-24802 25 64 , , PUNCT eblip-24802 25 65 undergraduate undergraduate ADJ eblip-24802 25 66 students student NOUN eblip-24802 25 67 , , PUNCT eblip-24802 25 68 and and CCONJ eblip-24802 25 69 graduate graduate NOUN eblip-24802 25 70 students student NOUN eblip-24802 25 71 from from ADP eblip-24802 25 72 the the DET eblip-24802 25 73 university university NOUN eblip-24802 25 74 . . PUNCT eblip-24802 26 1 robot robot NOUN eblip-24802 26 2 visits visit NOUN eblip-24802 26 3 are be AUX eblip-24802 26 4 filtered filter VERB eblip-24802 26 5 by by ADP eblip-24802 26 6 the the DET eblip-24802 26 7 awstats awstat NOUN eblip-24802 26 8 software software NOUN eblip-24802 26 9 . . PUNCT eblip-24802 27 1 otherwise otherwise ADV eblip-24802 27 2 , , PUNCT eblip-24802 27 3 ip ip DET eblip-24802 27 4 addresses address NOUN eblip-24802 27 5 do do AUX eblip-24802 27 6 not not PART eblip-24802 27 7 identify identify VERB eblip-24802 27 8 the the DET eblip-24802 27 9 group group NOUN eblip-24802 27 10 of of ADP eblip-24802 27 11 the the DET eblip-24802 27 12 visitor visitor NOUN eblip-24802 27 13 . . PUNCT eblip-24802 28 1 it it PRON eblip-24802 28 2 would would AUX eblip-24802 28 3 be be AUX eblip-24802 28 4 possible possible ADJ eblip-24802 28 5 to to PART eblip-24802 28 6 filter filter VERB eblip-24802 28 7 by by ADP eblip-24802 28 8 on on ADP eblip-24802 28 9 - - PUNCT eblip-24802 28 10 campus campus NOUN eblip-24802 28 11 or or CCONJ eblip-24802 28 12 off off ADP eblip-24802 28 13 - - PUNCT eblip-24802 28 14 campus campus NOUN eblip-24802 28 15 ips ip NOUN eblip-24802 28 16 , , PUNCT eblip-24802 28 17 but but CCONJ eblip-24802 28 18 faculty faculty NOUN eblip-24802 28 19 , , PUNCT eblip-24802 28 20 staff staff NOUN eblip-24802 28 21 , , PUNCT eblip-24802 28 22 undergraduates undergraduate NOUN eblip-24802 28 23 , , PUNCT eblip-24802 28 24 and and CCONJ eblip-24802 28 25 graduate graduate NOUN eblip-24802 28 26 students student NOUN eblip-24802 28 27 can can AUX eblip-24802 28 28 all all PRON eblip-24802 28 29 access access VERB eblip-24802 28 30 the the DET eblip-24802 28 31 website website NOUN eblip-24802 28 32 from from ADP eblip-24802 28 33 off off ADP eblip-24802 28 34 - - PUNCT eblip-24802 28 35 campus campus NOUN eblip-24802 28 36 , , PUNCT eblip-24802 28 37 and and CCONJ eblip-24802 28 38 people people NOUN eblip-24802 28 39 unaffiliated unaffiliate VERB eblip-24802 28 40 with with ADP eblip-24802 28 41 the the DET eblip-24802 28 42 university university NOUN eblip-24802 28 43 could could AUX eblip-24802 28 44 access access VERB eblip-24802 28 45 the the DET eblip-24802 28 46 website website NOUN eblip-24802 28 47 from from ADP eblip-24802 28 48 an an DET eblip-24802 28 49 on on ADP eblip-24802 28 50 - - PUNCT eblip-24802 28 51 campus campus NOUN eblip-24802 28 52 ip ip NOUN eblip-24802 28 53 address address NOUN eblip-24802 28 54 . . PUNCT eblip-24802 29 1 the the DET eblip-24802 29 2 graduate graduate NOUN eblip-24802 29 3 to to PART eblip-24802 29 4 undergraduate undergraduate VERB eblip-24802 29 5 enrollment enrollment NOUN eblip-24802 29 6 ratio ratio NOUN eblip-24802 29 7 is be AUX eblip-24802 29 8 included include VERB eblip-24802 29 9 in in ADP eblip-24802 29 10 the the DET eblip-24802 29 11 model model NOUN eblip-24802 29 12 as as SCONJ eblip-24802 29 13 this this DET eblip-24802 29 14 ratio ratio NOUN eblip-24802 29 15 is be AUX eblip-24802 29 16 decreasing decrease VERB eblip-24802 29 17 due due ADJ eblip-24802 29 18 to to ADP eblip-24802 29 19 increasing increase VERB eblip-24802 29 20 undergraduate undergraduate ADJ eblip-24802 29 21 enrollment enrollment NOUN eblip-24802 29 22 ( ( PUNCT eblip-24802 29 23 from from ADP eblip-24802 29 24 21,607 21,607 NUM eblip-24802 29 25 in in ADP eblip-24802 29 26 fall fall NOUN eblip-24802 29 27 2008 2008 NUM eblip-24802 29 28 to to ADP eblip-24802 29 29 27,659 27,659 NUM eblip-24802 29 30 in in ADP eblip-24802 29 31 fall fall NOUN eblip-24802 29 32 2013 2013 NUM eblip-24802 29 33 ) ) PUNCT eblip-24802 29 34 and and CCONJ eblip-24802 29 35 flat flat ADJ eblip-24802 29 36 graduate graduate NOUN eblip-24802 29 37 enrollment enrollment NOUN eblip-24802 29 38 ( ( PUNCT eblip-24802 29 39 figure figure NOUN eblip-24802 29 40 1 1 NUM eblip-24802 29 41 ) ) PUNCT eblip-24802 29 42 . . PUNCT eblip-24802 30 1 the the DET eblip-24802 30 2 ratio ratio NOUN eblip-24802 30 3 should should AUX eblip-24802 30 4 have have VERB eblip-24802 30 5 an an DET eblip-24802 30 6 influence influence NOUN eblip-24802 30 7 on on ADP eblip-24802 30 8 visits visit NOUN eblip-24802 30 9 per per ADP eblip-24802 30 10 headcount headcount NOUN eblip-24802 30 11 as as SCONJ eblip-24802 30 12 survey survey NOUN eblip-24802 30 13 data datum NOUN eblip-24802 30 14 shows show VERB eblip-24802 30 15 that that SCONJ eblip-24802 30 16 graduate graduate NOUN eblip-24802 30 17 students student NOUN eblip-24802 30 18 report report VERB eblip-24802 30 19 more more ADV eblip-24802 30 20 frequent frequent ADJ eblip-24802 30 21 library library NOUN eblip-24802 30 22 website website NOUN eblip-24802 30 23 usage usage NOUN eblip-24802 30 24 than than SCONJ eblip-24802 30 25 do do VERB eblip-24802 30 26 undergraduates undergraduate NOUN eblip-24802 30 27 . . PUNCT eblip-24802 30 28     SPACE eblip-24802 31 1 the the DET eblip-24802 31 2 george george PROPN eblip-24802 31 3 washington washington PROPN eblip-24802 31 4 carver carver PROPN eblip-24802 31 5 digital digital ADJ eblip-24802 31 6 collections collection NOUN eblip-24802 31 7 pages page NOUN eblip-24802 31 8 contain contain VERB eblip-24802 31 9 digitized digitize VERB eblip-24802 31 10 photos photo NOUN eblip-24802 31 11 , , PUNCT eblip-24802 31 12 letters letter NOUN eblip-24802 31 13 , , PUNCT eblip-24802 31 14 and and CCONJ eblip-24802 31 15 other other ADJ eblip-24802 31 16 documents document NOUN eblip-24802 31 17 related relate VERB eblip-24802 31 18 to to ADP eblip-24802 31 19 botanist botanist NOUN eblip-24802 31 20 and and CCONJ eblip-24802 31 21 inventor inventor NOUN eblip-24802 31 22 george george PROPN eblip-24802 31 23 washington washington PROPN eblip-24802 31 24 carver carver PROPN eblip-24802 31 25 , , PUNCT eblip-24802 31 26 iowa iowa PROPN eblip-24802 31 27 state state PROPN eblip-24802 31 28 agricultural agricultural PROPN eblip-24802 31 29 college college NOUN eblip-24802 31 30 's 's PART eblip-24802 31 31 ( ( PUNCT eblip-24802 31 32 later later PROPN eblip-24802 31 33 iowa iowa PROPN eblip-24802 31 34 state state PROPN eblip-24802 31 35 university university PROPN eblip-24802 31 36 ) ) PUNCT eblip-24802 31 37 first first ADJ eblip-24802 31 38 black black ADJ eblip-24802 31 39 student student NOUN eblip-24802 31 40 and and CCONJ eblip-24802 31 41 faculty faculty NOUN eblip-24802 31 42 member member NOUN eblip-24802 31 43 . . PUNCT eblip-24802 32 1 the the DET eblip-24802 32 2 george george PROPN eblip-24802 32 3 washington washington PROPN eblip-24802 32 4 carver carver PROPN eblip-24802 32 5 visits visit NOUN eblip-24802 32 6 are be AUX eblip-24802 32 7 included include VERB eblip-24802 32 8 because because SCONJ eblip-24802 32 9 it it PRON eblip-24802 32 10 seems seem VERB eblip-24802 32 11 plausible plausible ADJ eblip-24802 32 12 that that SCONJ eblip-24802 32 13 many many ADJ eblip-24802 32 14 of of ADP eblip-24802 32 15 these these DET eblip-24802 32 16 visits visit NOUN eblip-24802 32 17 originate originate VERB eblip-24802 32 18 in in ADP eblip-24802 32 19 the the DET eblip-24802 32 20 primary primary ADJ eblip-24802 32 21 and and CCONJ eblip-24802 32 22 secondary secondary ADJ eblip-24802 32 23 schools school NOUN eblip-24802 32 24 and and CCONJ eblip-24802 32 25 many many ADJ eblip-24802 32 26 of of ADP eblip-24802 32 27 the the DET eblip-24802 32 28 visitors visitor NOUN eblip-24802 32 29 are be AUX eblip-24802 32 30 not not PART eblip-24802 32 31 affiliated affiliate VERB eblip-24802 32 32 with with ADP eblip-24802 32 33 the the DET eblip-24802 32 34 university university NOUN eblip-24802 32 35 . . PUNCT eblip-24802 33 1 these these DET eblip-24802 33 2 visits visit NOUN eblip-24802 33 3 peak peak NOUN eblip-24802 33 4 in in ADP eblip-24802 33 5 february february PROPN eblip-24802 33 6 , , PUNCT eblip-24802 33 7 which which PRON eblip-24802 33 8 is be AUX eblip-24802 33 9 black black ADJ eblip-24802 33 10 history history NOUN eblip-24802 33 11 month month NOUN eblip-24802 33 12 in in ADP eblip-24802 33 13 the the DET eblip-24802 33 14 schools school NOUN eblip-24802 33 15 , , PUNCT eblip-24802 33 16 and and CCONJ eblip-24802 33 17 have have AUX eblip-24802 33 18 been be AUX eblip-24802 33 19 decreasing decrease VERB eblip-24802 33 20 . . PUNCT eblip-24802 34 1 this this DET eblip-24802 34 2 variable variable NOUN eblip-24802 34 3 is be AUX eblip-24802 34 4 included include VERB eblip-24802 34 5 to to PART eblip-24802 34 6 remove remove VERB eblip-24802 34 7 a a DET eblip-24802 34 8 portion portion NOUN eblip-24802 34 9 of of ADP eblip-24802 34 10 the the DET eblip-24802 34 11 non non ADJ eblip-24802 34 12 - - ADJ eblip-24802 34 13 affiliated affiliated ADJ eblip-24802 34 14 visits visit NOUN eblip-24802 34 15 from from ADP eblip-24802 34 16 the the DET eblip-24802 34 17 estimate estimate NOUN eblip-24802 34 18 , , PUNCT eblip-24802 34 19 leaving leave VERB eblip-24802 34 20 an an DET eblip-24802 34 21 estimate estimate NOUN eblip-24802 34 22 of of ADP eblip-24802 34 23 the the DET eblip-24802 34 24 mean mean ADJ eblip-24802 34 25 yearly yearly ADJ eblip-24802 34 26 change change NOUN eblip-24802 34 27 that that PRON eblip-24802 34 28 more more ADV eblip-24802 34 29 closely closely ADV eblip-24802 34 30 reflects reflect VERB eblip-24802 34 31 usage usage NOUN eblip-24802 34 32 by by ADP eblip-24802 34 33 students student NOUN eblip-24802 34 34 , , PUNCT eblip-24802 34 35 faculty faculty NOUN eblip-24802 34 36 , , PUNCT eblip-24802 34 37 and and CCONJ eblip-24802 34 38 staff staff NOUN eblip-24802 34 39 . . PUNCT eblip-24802 35 1 worldwide worldwide ADV eblip-24802 35 2 , , PUNCT eblip-24802 35 3 george george PROPN eblip-24802 35 4 washington washington PROPN eblip-24802 35 5 carver carver PROPN eblip-24802 35 6 - - PUNCT eblip-24802 35 7 related relate VERB eblip-24802 35 8 search search NOUN eblip-24802 35 9 engine engine NOUN eblip-24802 35 10 searches search NOUN eblip-24802 35 11 have have AUX eblip-24802 35 12 been be AUX eblip-24802 35 13 declining decline VERB eblip-24802 35 14 over over ADP eblip-24802 35 15 the the DET eblip-24802 35 16 last last ADJ eblip-24802 35 17 several several ADJ eblip-24802 35 18 years year NOUN eblip-24802 35 19 , , PUNCT eblip-24802 35 20 according accord VERB eblip-24802 35 21 to to ADP eblip-24802 35 22 google google PROPN eblip-24802 35 23 trends trend NOUN eblip-24802 35 24 . . PUNCT eblip-24802 35 25         SPACE eblip-24802 36 1 figure figure NOUN eblip-24802 36 2 1 1 NUM eblip-24802 36 3 headcount headcount NOUN eblip-24802 36 4 enrollment enrollment NOUN eblip-24802 36 5 , , PUNCT eblip-24802 36 6 february february PROPN eblip-24802 36 7 2008 2008 NUM eblip-24802 36 8 through through ADP eblip-24802 36 9 july july PROPN eblip-24802 36 10 2014 2014 NUM eblip-24802 36 11 . . PUNCT eblip-24802 36 12         SPACE eblip-24802 37 1 another another DET eblip-24802 37 2 analysis analysis NOUN eblip-24802 37 3 was be AUX eblip-24802 37 4 conducted conduct VERB eblip-24802 37 5 , , PUNCT eblip-24802 37 6 with with ADP eblip-24802 37 7 the the DET eblip-24802 37 8 goal goal NOUN eblip-24802 37 9 of of ADP eblip-24802 37 10 estimating estimate VERB eblip-24802 37 11 the the DET eblip-24802 37 12 average average ADJ eblip-24802 37 13 marginal marginal ADJ eblip-24802 37 14 effect effect NOUN eblip-24802 37 15 on on ADP eblip-24802 37 16 number number NOUN eblip-24802 37 17 of of ADP eblip-24802 37 18 library library ADJ eblip-24802 37 19 website website NOUN eblip-24802 37 20 visits visit NOUN eblip-24802 37 21 per per ADP eblip-24802 37 22 additional additional ADJ eblip-24802 37 23 student student NOUN eblip-24802 37 24 from from ADP eblip-24802 37 25 each each PRON eblip-24802 37 26 of of ADP eblip-24802 37 27 these these DET eblip-24802 37 28 groups group NOUN eblip-24802 37 29 : : PUNCT eblip-24802 37 30 graduate graduate NOUN eblip-24802 37 31 students student NOUN eblip-24802 37 32 , , PUNCT eblip-24802 37 33 level level NOUN eblip-24802 37 34 2 2 NUM eblip-24802 37 35 , , PUNCT eblip-24802 37 36 3 3 NUM eblip-24802 37 37 , , PUNCT eblip-24802 37 38 and and CCONJ eblip-24802 37 39 4 4 NUM eblip-24802 37 40 undergraduates undergraduate NOUN eblip-24802 37 41 , , PUNCT eblip-24802 37 42 and and CCONJ eblip-24802 37 43 freshmen freshman NOUN eblip-24802 37 44 , , PUNCT eblip-24802 37 45 after after ADP eblip-24802 37 46 accounting account VERB eblip-24802 37 47 for for ADP eblip-24802 37 48 other other ADJ eblip-24802 37 49 factors factor NOUN eblip-24802 37 50 , , PUNCT eblip-24802 37 51 and and CCONJ eblip-24802 37 52 comparing compare VERB eblip-24802 37 53 this this DET eblip-24802 37 54 result result NOUN eblip-24802 37 55 with with ADP eblip-24802 37 56 estimates estimate NOUN eblip-24802 37 57 of of ADP eblip-24802 37 58 usage usage NOUN eblip-24802 37 59 from from ADP eblip-24802 37 60 survey survey NOUN eblip-24802 37 61 results result NOUN eblip-24802 37 62 . . PUNCT eblip-24802 37 63     SPACE eblip-24802 38 1 literature literature NOUN eblip-24802 38 2 review review NOUN eblip-24802 38 3     SPACE eblip-24802 38 4 is be AUX eblip-24802 38 5 it it PRON eblip-24802 38 6 true true ADJ eblip-24802 38 7 that that SCONJ eblip-24802 38 8 college college NOUN eblip-24802 38 9 students student NOUN eblip-24802 38 10 think think VERB eblip-24802 38 11 ( ( PUNCT eblip-24802 38 12 and and CCONJ eblip-24802 38 13 act act VERB eblip-24802 38 14 on on ADP eblip-24802 38 15 ) ) PUNCT eblip-24802 38 16 the the DET eblip-24802 38 17 statement statement NOUN eblip-24802 38 18 " " PUNCT eblip-24802 38 19 everything everything PRON eblip-24802 38 20 needed need VERB eblip-24802 38 21 for for ADP eblip-24802 38 22 research research NOUN eblip-24802 38 23 is be AUX eblip-24802 38 24 available available ADJ eblip-24802 38 25 free free ADJ eblip-24802 38 26 on on ADP eblip-24802 38 27 the the DET eblip-24802 38 28 web web NOUN eblip-24802 38 29 " " PUNCT eblip-24802 38 30 ( ( PUNCT eblip-24802 38 31 cochrane cochrane NOUN eblip-24802 38 32 , , PUNCT eblip-24802 38 33 2007 2007 NUM eblip-24802 38 34 ) ) PUNCT eblip-24802 38 35 ? ? PUNCT eblip-24802 39 1 if if SCONJ eblip-24802 39 2 so so ADV eblip-24802 39 3 , , PUNCT eblip-24802 39 4 is be AUX eblip-24802 39 5 this this DET eblip-24802 39 6 tendency tendency NOUN eblip-24802 39 7 increasing increase VERB eblip-24802 39 8 ? ? PUNCT eblip-24802 39 9     SPACE eblip-24802 40 1 the the DET eblip-24802 40 2 value value NOUN eblip-24802 40 3 of of ADP eblip-24802 40 4 the the DET eblip-24802 40 5 library library NOUN eblip-24802 40 6 as as ADP eblip-24802 40 7 a a DET eblip-24802 40 8 source source NOUN eblip-24802 40 9 of of ADP eblip-24802 40 10 information information NOUN eblip-24802 40 11 has have VERB eblip-24802 40 12 competition competition NOUN eblip-24802 40 13 . . PUNCT eblip-24802 41 1 students student NOUN eblip-24802 41 2 and and CCONJ eblip-24802 41 3 faculty faculty NOUN eblip-24802 41 4 have have VERB eblip-24802 41 5 choices choice NOUN eblip-24802 41 6 besides besides SCONJ eblip-24802 41 7 the the DET eblip-24802 41 8 library library ADJ eblip-24802 41 9 website website NOUN eblip-24802 41 10 for for ADP eblip-24802 41 11 starting start VERB eblip-24802 41 12 their their PRON eblip-24802 41 13 research research NOUN eblip-24802 41 14 , , PUNCT eblip-24802 41 15 such such ADJ eblip-24802 41 16 as as ADP eblip-24802 41 17 internet internet NOUN eblip-24802 41 18 search search NOUN eblip-24802 41 19 engines engine NOUN eblip-24802 41 20 , , PUNCT eblip-24802 41 21 google google PROPN eblip-24802 41 22 scholar scholar NOUN eblip-24802 41 23 , , PUNCT eblip-24802 41 24 google google PROPN eblip-24802 41 25 books book NOUN eblip-24802 41 26 , , PUNCT eblip-24802 41 27 wikipedia wikipedia PROPN eblip-24802 41 28 , , PUNCT eblip-24802 41 29 and and CCONJ eblip-24802 41 30 hathi hathi PROPN eblip-24802 41 31 trust trust PROPN eblip-24802 41 32 ( ( PUNCT eblip-24802 41 33 education education NOUN eblip-24802 41 34 advisory advisory PROPN eblip-24802 41 35 board board NOUN eblip-24802 41 36 , , PUNCT eblip-24802 41 37 2011 2011 NUM eblip-24802 41 38 ) ) PUNCT eblip-24802 41 39 . . PUNCT eblip-24802 42 1 liu liu PROPN eblip-24802 42 2 ( ( PUNCT eblip-24802 42 3 2008 2008 NUM eblip-24802 42 4 ) ) PUNCT eblip-24802 42 5 wrote write VERB eblip-24802 42 6 that that SCONJ eblip-24802 42 7 academic academic ADJ eblip-24802 42 8 library library NOUN eblip-24802 42 9 websites website NOUN eblip-24802 42 10 have have VERB eblip-24802 42 11 to to PART eblip-24802 42 12 compete compete VERB eblip-24802 42 13 with with ADP eblip-24802 42 14 many many ADJ eblip-24802 42 15 other other ADJ eblip-24802 42 16 sites site NOUN eblip-24802 42 17 which which PRON eblip-24802 42 18 may may AUX eblip-24802 42 19 seem seem VERB eblip-24802 42 20 more more ADV eblip-24802 42 21 entertaining entertaining ADJ eblip-24802 42 22 or or CCONJ eblip-24802 42 23 easier easy ADJ eblip-24802 42 24 to to PART eblip-24802 42 25 use use VERB eblip-24802 42 26 , , PUNCT eblip-24802 42 27 such such ADJ eblip-24802 42 28 as as ADP eblip-24802 42 29 amazon amazon NOUN eblip-24802 42 30 , , PUNCT eblip-24802 42 31 google google NOUN eblip-24802 42 32 , , PUNCT eblip-24802 42 33 or or CCONJ eblip-24802 42 34 youtube youtube NOUN eblip-24802 42 35 , , PUNCT eblip-24802 42 36 although although SCONJ eblip-24802 42 37 libraries library NOUN eblip-24802 42 38 provide provide VERB eblip-24802 42 39 higher high ADJ eblip-24802 42 40 quality quality NOUN eblip-24802 42 41 scholarly scholarly ADJ eblip-24802 42 42 information information NOUN eblip-24802 42 43 . . PUNCT eblip-24802 43 1 connaway connaway NOUN eblip-24802 43 2 , , PUNCT eblip-24802 43 3 dickey dickey PROPN eblip-24802 43 4 , , PUNCT eblip-24802 43 5 and and CCONJ eblip-24802 43 6 radford radford PROPN eblip-24802 43 7 ( ( PUNCT eblip-24802 43 8 2011 2011 NUM eblip-24802 43 9 ) ) PUNCT eblip-24802 43 10 found find VERB eblip-24802 43 11 that that SCONJ eblip-24802 43 12 users user NOUN eblip-24802 43 13 chose choose VERB eblip-24802 43 14 sources source NOUN eblip-24802 43 15 which which PRON eblip-24802 43 16 were be AUX eblip-24802 43 17 convenient convenient ADJ eblip-24802 43 18 and and CCONJ eblip-24802 43 19 “ " PUNCT eblip-24802 43 20 good good ADJ eblip-24802 43 21 enough enough ADV eblip-24802 43 22 , , PUNCT eblip-24802 43 23 ” " PUNCT eblip-24802 43 24 with with ADP eblip-24802 43 25 search search NOUN eblip-24802 43 26 engines engine NOUN eblip-24802 43 27 as as ADP eblip-24802 43 28 the the DET eblip-24802 43 29 most most ADV eblip-24802 43 30 frequently frequently ADV eblip-24802 43 31 used use VERB eblip-24802 43 32 sources source NOUN eblip-24802 43 33 for for ADP eblip-24802 43 34 graduate graduate NOUN eblip-24802 43 35 and and CCONJ eblip-24802 43 36 undergraduate undergraduate ADJ eblip-24802 43 37 students student NOUN eblip-24802 43 38 . . PUNCT eblip-24802 43 39     SPACE eblip-24802 43 40 accordingly accordingly ADV eblip-24802 43 41 , , PUNCT eblip-24802 43 42 usage usage NOUN eblip-24802 43 43 of of ADP eblip-24802 43 44 library library ADJ eblip-24802 43 45 websites website NOUN eblip-24802 43 46 may may AUX eblip-24802 43 47 be be AUX eblip-24802 43 48 in in ADP eblip-24802 43 49 decline decline NOUN eblip-24802 43 50 . . PUNCT eblip-24802 44 1 a a DET eblip-24802 44 2 study study NOUN eblip-24802 44 3 from from ADP eblip-24802 44 4 oclc oclc PROPN eblip-24802 44 5 shows show VERB eblip-24802 44 6 such such DET eblip-24802 44 7 a a DET eblip-24802 44 8 decrease decrease NOUN eblip-24802 44 9 among among ADP eblip-24802 44 10 college college NOUN eblip-24802 44 11 students student NOUN eblip-24802 44 12 , , PUNCT eblip-24802 44 13 from from ADP eblip-24802 44 14 61 61 NUM eblip-24802 44 15 % % NOUN eblip-24802 44 16 in in ADP eblip-24802 44 17 2005 2005 NUM eblip-24802 44 18 to to ADP eblip-24802 44 19 57 57 NUM eblip-24802 44 20 % % NOUN eblip-24802 44 21 in in ADP eblip-24802 44 22 2010 2010 NUM eblip-24802 44 23 , , PUNCT eblip-24802 44 24 although although SCONJ eblip-24802 44 25 22 22 NUM eblip-24802 44 26 % % NOUN eblip-24802 44 27 of of ADP eblip-24802 44 28 students student NOUN eblip-24802 44 29 who who PRON eblip-24802 44 30 do do AUX eblip-24802 44 31 use use VERB eblip-24802 44 32 the the DET eblip-24802 44 33 website website NOUN eblip-24802 44 34 use use VERB eblip-24802 44 35 it it PRON eblip-24802 44 36 at at ADP eblip-24802 44 37 least least ADJ eblip-24802 44 38 weekly weekly ADJ eblip-24802 44 39 , , PUNCT eblip-24802 44 40 an an DET eblip-24802 44 41 increase increase NOUN eblip-24802 44 42 of of ADP eblip-24802 44 43 7 7 NUM eblip-24802 44 44 % % NOUN eblip-24802 44 45 over over ADP eblip-24802 44 46 2005 2005 NUM eblip-24802 44 47 ( ( PUNCT eblip-24802 44 48 de de X eblip-24802 44 49 rosa rosa PROPN eblip-24802 44 50 , , PUNCT eblip-24802 44 51 cantrell cantrell PROPN eblip-24802 44 52 , , PUNCT eblip-24802 44 53 carlson carlson PROPN eblip-24802 44 54 , , PUNCT eblip-24802 44 55 gallagher gallagher PROPN eblip-24802 44 56 , , PUNCT eblip-24802 44 57 hawk hawk NOUN eblip-24802 44 58 , , PUNCT eblip-24802 44 59 & & CCONJ eblip-24802 44 60 sturtz sturtz PROPN eblip-24802 44 61 , , PUNCT eblip-24802 44 62 2010 2010 NUM eblip-24802 44 63 ) ) PUNCT eblip-24802 44 64 . . PUNCT eblip-24802 45 1 the the DET eblip-24802 45 2 measuring measure VERB eblip-24802 45 3 information information NOUN eblip-24802 45 4 services service NOUN eblip-24802 45 5 outcomes outcome NOUN eblip-24802 45 6 ( ( PUNCT eblip-24802 45 7 miso miso NOUN eblip-24802 45 8 ) ) PUNCT eblip-24802 45 9 survey survey NOUN eblip-24802 45 10 found find VERB eblip-24802 45 11 a a DET eblip-24802 45 12 decrease decrease NOUN eblip-24802 45 13 in in ADP eblip-24802 45 14 student student NOUN eblip-24802 45 15 usage usage NOUN eblip-24802 45 16 of of ADP eblip-24802 45 17 library library NOUN eblip-24802 45 18 websites website NOUN eblip-24802 45 19 between between ADP eblip-24802 45 20 2008 2008 NUM eblip-24802 45 21 and and CCONJ eblip-24802 45 22 2010 2010 NUM eblip-24802 45 23 ( ( PUNCT eblip-24802 45 24 allen allen PROPN eblip-24802 45 25 , , PUNCT eblip-24802 45 26 baker baker PROPN eblip-24802 45 27 , , PUNCT eblip-24802 45 28 wilson wilson PROPN eblip-24802 45 29 , , PUNCT eblip-24802 45 30 creamer creamer NOUN eblip-24802 45 31 , , PUNCT eblip-24802 45 32 & & CCONJ eblip-24802 45 33 consiglio consiglio PROPN eblip-24802 45 34 , , PUNCT eblip-24802 45 35 2013 2013 NUM eblip-24802 45 36 ) ) PUNCT eblip-24802 45 37 . . PUNCT eblip-24802 46 1 wood wood NOUN eblip-24802 46 2 and and CCONJ eblip-24802 46 3 walther walther NOUN eblip-24802 46 4 ( ( PUNCT eblip-24802 46 5 2000 2000 NUM eblip-24802 46 6 ) ) PUNCT eblip-24802 46 7 reminds remind VERB eblip-24802 46 8 us we PRON eblip-24802 46 9 that that SCONJ eblip-24802 46 10 , , PUNCT eblip-24802 46 11 although although SCONJ eblip-24802 46 12 there there PRON eblip-24802 46 13 is be VERB eblip-24802 46 14 a a DET eblip-24802 46 15 wealth wealth NOUN eblip-24802 46 16 of of ADP eblip-24802 46 17 free free ADJ eblip-24802 46 18 information information NOUN eblip-24802 46 19 on on ADP eblip-24802 46 20 the the DET eblip-24802 46 21 internet internet NOUN eblip-24802 46 22 , , PUNCT eblip-24802 46 23 the the DET eblip-24802 46 24 profit profit NOUN eblip-24802 46 25 motive motive NOUN eblip-24802 46 26 remains remain VERB eblip-24802 46 27 strong strong ADJ eblip-24802 46 28 for for ADP eblip-24802 46 29 publishers publisher NOUN eblip-24802 46 30 , , PUNCT eblip-24802 46 31 and and CCONJ eblip-24802 46 32 patrons patron NOUN eblip-24802 46 33 will will AUX eblip-24802 46 34 need need VERB eblip-24802 46 35 libraries library NOUN eblip-24802 46 36 to to PART eblip-24802 46 37 receive receive VERB eblip-24802 46 38 free free ADJ eblip-24802 46 39 access access NOUN eblip-24802 46 40 to to ADP eblip-24802 46 41 subscription subscription NOUN eblip-24802 46 42 material material NOUN eblip-24802 46 43 . . PUNCT eblip-24802 46 44     SPACE eblip-24802 47 1 nackerud nackerud PROPN eblip-24802 47 2 , , PUNCT eblip-24802 47 3 fransen fransen NOUN eblip-24802 47 4 , , PUNCT eblip-24802 47 5 peterson peterson NOUN eblip-24802 47 6 , , PUNCT eblip-24802 47 7 and and CCONJ eblip-24802 47 8 mastel mastel NOUN eblip-24802 47 9 ( ( PUNCT eblip-24802 47 10 2013 2013 NUM eblip-24802 47 11 ) ) PUNCT eblip-24802 47 12 collected collect VERB eblip-24802 47 13 demographic demographic ADJ eblip-24802 47 14 data datum NOUN eblip-24802 47 15 on on ADP eblip-24802 47 16 licensed licensed ADJ eblip-24802 47 17 database database NOUN eblip-24802 47 18 , , PUNCT eblip-24802 47 19 e e NOUN eblip-24802 47 20 - - NOUN eblip-24802 47 21 journal journal NOUN eblip-24802 47 22 , , PUNCT eblip-24802 47 23 and and CCONJ eblip-24802 47 24 e e NOUN eblip-24802 47 25 - - NOUN eblip-24802 47 26 book book NOUN eblip-24802 47 27 usage usage NOUN eblip-24802 47 28 and and CCONJ eblip-24802 47 29 website website NOUN eblip-24802 47 30 logins login NOUN eblip-24802 47 31 at at ADP eblip-24802 47 32 the the DET eblip-24802 47 33 university university NOUN eblip-24802 47 34 of of ADP eblip-24802 47 35 minnesota minnesota PROPN eblip-24802 47 36 via via ADP eblip-24802 47 37 a a DET eblip-24802 47 38 “ " PUNCT eblip-24802 47 39 click click VERB eblip-24802 47 40 - - PUNCT eblip-24802 47 41 thru thru NOUN eblip-24802 47 42 ” " PUNCT eblip-24802 47 43 script script NOUN eblip-24802 47 44 , , PUNCT eblip-24802 47 45 and and CCONJ eblip-24802 47 46 found find VERB eblip-24802 47 47 that that SCONJ eblip-24802 47 48 65 65 NUM eblip-24802 47 49 % % NOUN eblip-24802 47 50 of of ADP eblip-24802 47 51 undergraduates undergraduate NOUN eblip-24802 47 52 used use VERB eblip-24802 47 53 electronic electronic ADJ eblip-24802 47 54 resources resource NOUN eblip-24802 47 55 or or CCONJ eblip-24802 47 56 logged log VERB eblip-24802 47 57 into into ADP eblip-24802 47 58 the the DET eblip-24802 47 59 website website NOUN eblip-24802 47 60 , , PUNCT eblip-24802 47 61 while while SCONJ eblip-24802 47 62 82 82 NUM eblip-24802 47 63 % % NOUN eblip-24802 47 64 of of ADP eblip-24802 47 65 graduate graduate NOUN eblip-24802 47 66 students student NOUN eblip-24802 47 67 did do VERB eblip-24802 47 68 so so ADV eblip-24802 47 69 . . PUNCT eblip-24802 47 70     SPACE eblip-24802 48 1 marek marek PROPN eblip-24802 48 2 ( ( PUNCT eblip-24802 48 3 2011 2011 NUM eblip-24802 48 4 ) ) PUNCT eblip-24802 48 5 offers offer VERB eblip-24802 48 6 comprehensive comprehensive ADJ eblip-24802 48 7 advice advice NOUN eblip-24802 48 8 on on ADP eblip-24802 48 9 setting set VERB eblip-24802 48 10 up up ADP eblip-24802 48 11 and and CCONJ eblip-24802 48 12 using use VERB eblip-24802 48 13 web web NOUN eblip-24802 48 14 analytics analytic NOUN eblip-24802 48 15 in in ADP eblip-24802 48 16 a a DET eblip-24802 48 17 library library NOUN eblip-24802 48 18 . . PUNCT eblip-24802 49 1 cohen cohen PROPN eblip-24802 49 2 ( ( PUNCT eblip-24802 49 3 2003 2003 NUM eblip-24802 49 4 ) ) PUNCT eblip-24802 49 5 , , PUNCT eblip-24802 49 6 jansen jansen PROPN eblip-24802 49 7 ( ( PUNCT eblip-24802 49 8 2006 2006 NUM eblip-24802 49 9 ) ) PUNCT eblip-24802 49 10 , , PUNCT eblip-24802 49 11 and and CCONJ eblip-24802 49 12 goddard goddard NOUN eblip-24802 49 13 ( ( PUNCT eblip-24802 49 14 2007 2007 NUM eblip-24802 49 15 ) ) PUNCT eblip-24802 49 16 discuss discuss VERB eblip-24802 49 17 technical technical ADJ eblip-24802 49 18 details detail NOUN eblip-24802 49 19 of of ADP eblip-24802 49 20 web web NOUN eblip-24802 49 21 server server NOUN eblip-24802 49 22 transaction transaction NOUN eblip-24802 49 23 log log VERB eblip-24802 49 24 analysis analysis NOUN eblip-24802 49 25 . . PUNCT eblip-24802 50 1 transaction transaction NOUN eblip-24802 50 2 log log VERB eblip-24802 50 3 analysis analysis NOUN eblip-24802 50 4 is be AUX eblip-24802 50 5 more more ADV eblip-24802 50 6 often often ADV eblip-24802 50 7 used use VERB eblip-24802 50 8 to to PART eblip-24802 50 9 measure measure VERB eblip-24802 50 10 cross cross ADJ eblip-24802 50 11 - - ADJ eblip-24802 50 12 sectional sectional ADJ eblip-24802 50 13 aspects aspect NOUN eblip-24802 50 14 of of ADP eblip-24802 50 15 website website NOUN eblip-24802 50 16 usage usage NOUN eblip-24802 50 17 than than ADP eblip-24802 50 18 trends trend NOUN eblip-24802 50 19 over over ADP eblip-24802 50 20 time time NOUN eblip-24802 50 21 ( ( PUNCT eblip-24802 50 22 asunka asunka NOUN eblip-24802 50 23 , , PUNCT eblip-24802 50 24 chae chae PROPN eblip-24802 50 25 , , PUNCT eblip-24802 50 26 hughes hughes PROPN eblip-24802 50 27 , , PUNCT eblip-24802 50 28 & & CCONJ eblip-24802 50 29 natriello natriello PROPN eblip-24802 50 30 , , PUNCT eblip-24802 50 31 2009 2009 NUM eblip-24802 50 32 ; ; PUNCT eblip-24802 50 33 ke ke PROPN eblip-24802 50 34 , , PUNCT eblip-24802 50 35 kwakkelaar kwakkelaar NOUN eblip-24802 50 36 , , PUNCT eblip-24802 50 37 tai tai PROPN eblip-24802 50 38 , , PUNCT eblip-24802 50 39 & & CCONJ eblip-24802 50 40 chen chen PROPN eblip-24802 50 41 , , PUNCT eblip-24802 50 42 2002 2002 NUM eblip-24802 50 43 ; ; PUNCT eblip-24802 50 44 li li PROPN eblip-24802 50 45 , , PUNCT eblip-24802 50 46 1999 1999 NUM eblip-24802 50 47 ; ; PUNCT eblip-24802 50 48 park park PROPN eblip-24802 50 49 & & CCONJ eblip-24802 50 50 lee lee PROPN eblip-24802 50 51 , , PUNCT eblip-24802 50 52 2013 2013 NUM eblip-24802 50 53 ) ) PUNCT eblip-24802 50 54 . . PUNCT eblip-24802 50 55     SPACE eblip-24802 51 1 time time NOUN eblip-24802 51 2 series series PROPN eblip-24802 51 3 regression regression NOUN eblip-24802 51 4 and and CCONJ eblip-24802 51 5 autoregressive autoregressive ADJ eblip-24802 51 6 integrated integrated ADJ eblip-24802 51 7 moving move VERB eblip-24802 51 8 average average ADJ eblip-24802 51 9 ( ( PUNCT eblip-24802 51 10 arima arima NOUN eblip-24802 51 11 ) ) PUNCT eblip-24802 51 12 methods method NOUN eblip-24802 51 13 ( ( PUNCT eblip-24802 51 14 box box PROPN eblip-24802 51 15 , , PUNCT eblip-24802 51 16 jenkins jenkins PROPN eblip-24802 51 17 , , PUNCT eblip-24802 51 18 & & CCONJ eblip-24802 51 19 reinsel reinsel PROPN eblip-24802 51 20 , , PUNCT eblip-24802 51 21 2008 2008 NUM eblip-24802 51 22 ) ) PUNCT eblip-24802 51 23 are be AUX eblip-24802 51 24 usually usually ADV eblip-24802 51 25 used use VERB eblip-24802 51 26 for for ADP eblip-24802 51 27 forecasting forecasting NOUN eblip-24802 51 28 . . PUNCT eblip-24802 52 1 ahiakwo ahiakwo PROPN eblip-24802 52 2 ( ( PUNCT eblip-24802 52 3 1988 1988 NUM eblip-24802 52 4 ) ) PUNCT eblip-24802 52 5 , , PUNCT eblip-24802 52 6 brooks brooks PROPN eblip-24802 52 7 ( ( PUNCT eblip-24802 52 8 1984a 1984a NUM eblip-24802 52 9 and and CCONJ eblip-24802 52 10 1984b 1984b NUM eblip-24802 52 11 ) ) PUNCT eblip-24802 52 12 , , PUNCT eblip-24802 52 13 and and CCONJ eblip-24802 52 14 naylor naylor PROPN eblip-24802 52 15 and and CCONJ eblip-24802 52 16 walsh walsh PROPN eblip-24802 52 17 ( ( PUNCT eblip-24802 52 18 1994 1994 NUM eblip-24802 52 19 ) ) PUNCT eblip-24802 52 20 have have AUX eblip-24802 52 21 used use VERB eblip-24802 52 22 these these DET eblip-24802 52 23 methods method NOUN eblip-24802 52 24 for for ADP eblip-24802 52 25 forecasting forecasting NOUN eblip-24802 52 26 circulation circulation NOUN eblip-24802 52 27 . . PUNCT eblip-24802 53 1 all all PRON eblip-24802 53 2 of of ADP eblip-24802 53 3 these these DET eblip-24802 53 4 researchers researcher NOUN eblip-24802 53 5 included include VERB eblip-24802 53 6 regression regression NOUN eblip-24802 53 7 variables variable NOUN eblip-24802 53 8 to to PART eblip-24802 53 9 improve improve VERB eblip-24802 53 10 their their PRON eblip-24802 53 11 forecasting forecasting NOUN eblip-24802 53 12 models model NOUN eblip-24802 53 13 . . PUNCT eblip-24802 54 1 in in ADP eblip-24802 54 2 this this DET eblip-24802 54 3 study study NOUN eblip-24802 54 4 , , PUNCT eblip-24802 54 5 rather rather ADV eblip-24802 54 6 than than ADP eblip-24802 54 7 being be AUX eblip-24802 54 8 used use VERB eblip-24802 54 9 to to PART eblip-24802 54 10 improve improve VERB eblip-24802 54 11 forecasting forecasting NOUN eblip-24802 54 12 , , PUNCT eblip-24802 54 13 the the DET eblip-24802 54 14 magnitude magnitude NOUN eblip-24802 54 15 of of ADP eblip-24802 54 16 the the DET eblip-24802 54 17 effect effect NOUN eblip-24802 54 18 of of ADP eblip-24802 54 19 the the DET eblip-24802 54 20 regression regression NOUN eblip-24802 54 21 variables variable NOUN eblip-24802 54 22 are be AUX eblip-24802 54 23 of of ADP eblip-24802 54 24 interest interest NOUN eblip-24802 54 25 in in ADP eblip-24802 54 26 explaining explain VERB eblip-24802 54 27 trends trend NOUN eblip-24802 54 28 in in ADP eblip-24802 54 29 website website NOUN eblip-24802 54 30 visits visit NOUN eblip-24802 54 31 . . PUNCT eblip-24802 54 32     SPACE eblip-24802 54 33 methods method NOUN eblip-24802 54 34     SPACE eblip-24802 54 35 transaction transaction NOUN eblip-24802 54 36 log log VERB eblip-24802 54 37 analysis analysis NOUN eblip-24802 54 38     SPACE eblip-24802 54 39 the the DET eblip-24802 54 40 iowa iowa PROPN eblip-24802 54 41 state state PROPN eblip-24802 54 42 university university PROPN eblip-24802 54 43 library library NOUN eblip-24802 54 44 has have AUX eblip-24802 54 45 been be AUX eblip-24802 54 46 capturing capture VERB eblip-24802 54 47 and and CCONJ eblip-24802 54 48 parsing parse VERB eblip-24802 54 49 transaction transaction NOUN eblip-24802 54 50 log log NOUN eblip-24802 54 51 data datum NOUN eblip-24802 54 52 with with ADP eblip-24802 54 53 awstats awstat NOUN eblip-24802 54 54 software software NOUN eblip-24802 54 55 and and CCONJ eblip-24802 54 56 has have VERB eblip-24802 54 57 data datum NOUN eblip-24802 54 58 available available ADJ eblip-24802 54 59 on on ADP eblip-24802 54 60 website website NOUN eblip-24802 54 61 usage usage NOUN eblip-24802 54 62 since since SCONJ eblip-24802 54 63 february february PROPN eblip-24802 54 64 2008 2008 NUM eblip-24802 54 65 . . PUNCT eblip-24802 55 1 awstats awstat NOUN eblip-24802 55 2 defines define VERB eblip-24802 55 3 a a DET eblip-24802 55 4 library library NOUN eblip-24802 55 5 website website NOUN eblip-24802 55 6 visit visit VERB eblip-24802 55 7 as as ADP eblip-24802 55 8 one one NUM eblip-24802 55 9 or or CCONJ eblip-24802 55 10 more more ADJ eblip-24802 55 11 page page NOUN eblip-24802 55 12 accesses access NOUN eblip-24802 55 13 during during ADP eblip-24802 55 14 an an DET eblip-24802 55 15 hour hour NOUN eblip-24802 55 16 by by ADP eblip-24802 55 17 a a DET eblip-24802 55 18 single single ADJ eblip-24802 55 19 ip ip NOUN eblip-24802 55 20 address address NOUN eblip-24802 55 21 . . PUNCT eblip-24802 56 1 a a DET eblip-24802 56 2 unique unique ADJ eblip-24802 56 3 visitor visitor NOUN eblip-24802 56 4 is be AUX eblip-24802 56 5 defined define VERB eblip-24802 56 6 by by ADP eblip-24802 56 7 ip ip DET eblip-24802 56 8 address address NOUN eblip-24802 56 9 as as ADV eblip-24802 56 10 well well ADV eblip-24802 56 11 . . PUNCT eblip-24802 56 12     SPACE eblip-24802 57 1 visits visit NOUN eblip-24802 57 2 data datum NOUN eblip-24802 57 3 were be AUX eblip-24802 57 4 cleaned clean VERB eblip-24802 57 5 and and CCONJ eblip-24802 57 6 partitioned partition VERB eblip-24802 57 7 by by ADP eblip-24802 57 8 using use VERB eblip-24802 57 9 the the DET eblip-24802 57 10 counts count NOUN eblip-24802 57 11 for for ADP eblip-24802 57 12 entry entry NOUN eblip-24802 57 13 for for ADP eblip-24802 57 14 each each DET eblip-24802 57 15 page page NOUN eblip-24802 57 16 . . PUNCT eblip-24802 58 1 an an DET eblip-24802 58 2 entry entry NOUN eblip-24802 58 3 page page NOUN eblip-24802 58 4 is be AUX eblip-24802 58 5 the the DET eblip-24802 58 6 first first ADJ eblip-24802 58 7 page page NOUN eblip-24802 58 8 visited visit VERB eblip-24802 58 9 during during ADP eblip-24802 58 10 a a DET eblip-24802 58 11 session session NOUN eblip-24802 58 12 . . PUNCT eblip-24802 59 1 the the DET eblip-24802 59 2 total total ADJ eblip-24802 59 3 count count NOUN eblip-24802 59 4 for for ADP eblip-24802 59 5 entries entry NOUN eblip-24802 59 6 should should AUX eblip-24802 59 7 equal equal VERB eblip-24802 59 8 the the DET eblip-24802 59 9 count count NOUN eblip-24802 59 10 of of ADP eblip-24802 59 11 visits visit NOUN eblip-24802 59 12 . . PUNCT eblip-24802 60 1 some some DET eblip-24802 60 2 counts count NOUN eblip-24802 60 3 were be AUX eblip-24802 60 4 discarded discard VERB eblip-24802 60 5 as as SCONJ eblip-24802 60 6 they they PRON eblip-24802 60 7 showed show VERB eblip-24802 60 8 the the DET eblip-24802 60 9 entry entry NOUN eblip-24802 60 10 page page NOUN eblip-24802 60 11 to to PART eblip-24802 60 12 be be AUX eblip-24802 60 13 a a DET eblip-24802 60 14 url url NOUN eblip-24802 60 15 not not PART eblip-24802 60 16 belonging belong VERB eblip-24802 60 17 to to ADP eblip-24802 60 18 the the DET eblip-24802 60 19 library library NOUN eblip-24802 60 20 , , PUNCT eblip-24802 60 21 such such ADJ eblip-24802 60 22 as as ADP eblip-24802 60 23 “ " PUNCT eblip-24802 60 24 http://www.styleusagroupco.com/. http://www.styleusagroupco.com/. ADJ eblip-24802 60 25 ” " PUNCT eblip-24802 60 26 visits visit NOUN eblip-24802 60 27 starting start VERB eblip-24802 60 28 on on ADP eblip-24802 60 29 staff staff NOUN eblip-24802 60 30 intranet intranet NOUN eblip-24802 60 31 pages page NOUN eblip-24802 60 32 were be AUX eblip-24802 60 33 also also ADV eblip-24802 60 34 discarded discard VERB eblip-24802 60 35 . . PUNCT eblip-24802 61 1 two two NUM eblip-24802 61 2 days day NOUN eblip-24802 61 3 had have VERB eblip-24802 61 4 counts count NOUN eblip-24802 61 5 of of ADP eblip-24802 61 6 zero zero NUM eblip-24802 61 7 and and CCONJ eblip-24802 61 8 were be AUX eblip-24802 61 9 assumed assume VERB eblip-24802 61 10 missing missing ADJ eblip-24802 61 11 . . PUNCT eblip-24802 62 1 interpolated interpolate VERB eblip-24802 62 2 values value NOUN eblip-24802 62 3 were be AUX eblip-24802 62 4 added add VERB eblip-24802 62 5 to to ADP eblip-24802 62 6 the the DET eblip-24802 62 7 cleaned clean VERB eblip-24802 62 8 monthly monthly ADJ eblip-24802 62 9 count count NOUN eblip-24802 62 10 . . PUNCT eblip-24802 62 11     SPACE eblip-24802 63 1 a a DET eblip-24802 63 2 plot plot NOUN eblip-24802 63 3 of of ADP eblip-24802 63 4 the the DET eblip-24802 63 5 cleaned clean VERB eblip-24802 63 6 total total ADJ eblip-24802 63 7 library library NOUN eblip-24802 63 8 website website NOUN eblip-24802 63 9 visits visit NOUN eblip-24802 63 10 from from ADP eblip-24802 63 11 february february PROPN eblip-24802 63 12 2008 2008 NUM eblip-24802 63 13 through through ADP eblip-24802 63 14 july july PROPN eblip-24802 63 15 2014 2014 NUM eblip-24802 63 16 is be AUX eblip-24802 63 17 shown show VERB eblip-24802 63 18 with with ADP eblip-24802 63 19 a a DET eblip-24802 63 20 plot plot NOUN eblip-24802 63 21 of of ADP eblip-24802 63 22 visits visit NOUN eblip-24802 63 23 starting start VERB eblip-24802 63 24 on on ADP eblip-24802 63 25 special special ADJ eblip-24802 63 26 collections collection NOUN eblip-24802 63 27 and and CCONJ eblip-24802 63 28 isu isu NOUN eblip-24802 63 29 digital digital ADJ eblip-24802 63 30 collections collection NOUN eblip-24802 63 31 george george PROPN eblip-24802 63 32 washington washington PROPN eblip-24802 63 33 carver carver PROPN eblip-24802 63 34 pages page NOUN eblip-24802 63 35 in in ADP eblip-24802 63 36 figure figure NOUN eblip-24802 63 37 2 2 NUM eblip-24802 63 38 . . PUNCT eblip-24802 63 39     SPACE eblip-24802 63 40 a a DET eblip-24802 63 41 visits visit NOUN eblip-24802 63 42 - - PUNCT eblip-24802 63 43 per per ADP eblip-24802 63 44 - - PUNCT eblip-24802 63 45 headcount headcount NOUN eblip-24802 63 46 statistic statistic NOUN eblip-24802 63 47 was be AUX eblip-24802 63 48 created create VERB eblip-24802 63 49 by by ADP eblip-24802 63 50 dividing divide VERB eblip-24802 63 51 the the DET eblip-24802 63 52 number number NOUN eblip-24802 63 53 of of ADP eblip-24802 63 54 visits visit NOUN eblip-24802 63 55 by by ADP eblip-24802 63 56 the the DET eblip-24802 63 57 sum sum NOUN eblip-24802 63 58 of of ADP eblip-24802 63 59 enrollment enrollment NOUN eblip-24802 63 60 and and CCONJ eblip-24802 63 61 employment employment NOUN eblip-24802 63 62 ( ( PUNCT eblip-24802 63 63 students student NOUN eblip-24802 63 64 , , PUNCT eblip-24802 63 65 faculty faculty NOUN eblip-24802 63 66 , , PUNCT eblip-24802 63 67 and and CCONJ eblip-24802 63 68 professional professional ADJ eblip-24802 63 69 & & CCONJ eblip-24802 63 70 scientific scientific ADJ eblip-24802 63 71 ( ( PUNCT eblip-24802 63 72 p&s p&s PROPN eblip-24802 63 73 ) ) PUNCT eblip-24802 63 74 staff staff NOUN eblip-24802 63 75 headcount headcount NOUN eblip-24802 63 76 ) ) PUNCT eblip-24802 63 77 . . PUNCT eblip-24802 64 1 this this PRON eblip-24802 64 2 leaves leave VERB eblip-24802 64 3 out out ADP eblip-24802 64 4 website website NOUN eblip-24802 64 5 visitors visitor NOUN eblip-24802 64 6 who who PRON eblip-24802 64 7 are be AUX eblip-24802 64 8 currently currently ADV eblip-24802 64 9 unaffiliated unaffiliate VERB eblip-24802 64 10 with with ADP eblip-24802 64 11 the the DET eblip-24802 64 12 university university NOUN eblip-24802 64 13 , , PUNCT eblip-24802 64 14 and and CCONJ eblip-24802 64 15 other other ADJ eblip-24802 64 16 groups group NOUN eblip-24802 64 17 , , PUNCT eblip-24802 64 18 such such ADJ eblip-24802 64 19 as as ADP eblip-24802 64 20 university university NOUN eblip-24802 64 21 retirees retiree NOUN eblip-24802 64 22 and and CCONJ eblip-24802 64 23 classified classified ADJ eblip-24802 64 24 staff staff NOUN eblip-24802 64 25 . . PUNCT eblip-24802 65 1 the the DET eblip-24802 65 2 number number NOUN eblip-24802 65 3 of of ADP eblip-24802 65 4 unaffiliated unaffiliated ADJ eblip-24802 65 5 website website NOUN eblip-24802 65 6 visitors visitor NOUN eblip-24802 65 7 could could AUX eblip-24802 65 8 vary vary VERB eblip-24802 65 9 substantially substantially ADV eblip-24802 65 10 over over ADP eblip-24802 65 11 time time NOUN eblip-24802 65 12 . . PUNCT eblip-24802 65 13     SPACE eblip-24802 66 1 an an DET eblip-24802 66 2 average average ADJ eblip-24802 66 3 monthly monthly ADJ eblip-24802 66 4 student student NOUN eblip-24802 66 5 count count NOUN eblip-24802 66 6 was be AUX eblip-24802 66 7 calculated calculate VERB eblip-24802 66 8 for for ADP eblip-24802 66 9 the the DET eblip-24802 66 10 months month NOUN eblip-24802 66 11 of of ADP eblip-24802 66 12 august august PROPN eblip-24802 66 13 , , PUNCT eblip-24802 66 14 december december PROPN eblip-24802 66 15 , , PUNCT eblip-24802 66 16 january january PROPN eblip-24802 66 17 , , PUNCT eblip-24802 66 18 and and CCONJ eblip-24802 66 19 may may AUX eblip-24802 66 20 for for ADP eblip-24802 66 21 each each DET eblip-24802 66 22 year year NOUN eblip-24802 66 23 , , PUNCT eblip-24802 66 24 which which PRON eblip-24802 66 25 includes include VERB eblip-24802 66 26 weeks week NOUN eblip-24802 66 27 when when SCONJ eblip-24802 66 28 school school NOUN eblip-24802 66 29 is be AUX eblip-24802 66 30 not not PART eblip-24802 66 31 in in ADP eblip-24802 66 32 session session NOUN eblip-24802 66 33 . . PUNCT eblip-24802 67 1 for for ADP eblip-24802 67 2 weeks week NOUN eblip-24802 67 3 between between ADP eblip-24802 67 4 semesters semester NOUN eblip-24802 67 5 the the DET eblip-24802 67 6 number number NOUN eblip-24802 67 7 of of ADP eblip-24802 67 8 undergraduates undergraduate NOUN eblip-24802 67 9 was be AUX eblip-24802 67 10 set set VERB eblip-24802 67 11 to to ADP eblip-24802 67 12 zero zero NUM eblip-24802 67 13 , , PUNCT eblip-24802 67 14 while while SCONJ eblip-24802 67 15 the the DET eblip-24802 67 16 number number NOUN eblip-24802 67 17 of of ADP eblip-24802 67 18 graduate graduate NOUN eblip-24802 67 19 students student NOUN eblip-24802 67 20 was be AUX eblip-24802 67 21 set set VERB eblip-24802 67 22 to to ADP eblip-24802 67 23 the the DET eblip-24802 67 24 enrollment enrollment NOUN eblip-24802 67 25 for for ADP eblip-24802 67 26 the the DET eblip-24802 67 27 next next ADJ eblip-24802 67 28 semester semester NOUN eblip-24802 67 29 . . PUNCT eblip-24802 67 30     SPACE eblip-24802 68 1 usage usage NOUN eblip-24802 68 2 rates rate NOUN eblip-24802 68 3 of of ADP eblip-24802 68 4 undergraduates undergraduate NOUN eblip-24802 68 5 , , PUNCT eblip-24802 68 6 graduates graduate NOUN eblip-24802 68 7 , , PUNCT eblip-24802 68 8 and and CCONJ eblip-24802 68 9 faculty faculty NOUN eblip-24802 68 10     SPACE eblip-24802 68 11 the the DET eblip-24802 68 12 pattern pattern NOUN eblip-24802 68 13 in in ADP eblip-24802 68 14 the the DET eblip-24802 68 15 graph graph NOUN eblip-24802 68 16 of of ADP eblip-24802 68 17 all all DET eblip-24802 68 18 visits visit NOUN eblip-24802 68 19 ( ( PUNCT eblip-24802 68 20 figure figure NOUN eblip-24802 68 21 2 2 NUM eblip-24802 68 22 ) ) PUNCT eblip-24802 68 23 is be AUX eblip-24802 68 24 inverted invert VERB eblip-24802 68 25 in in ADP eblip-24802 68 26 the the DET eblip-24802 68 27 graph graph NOUN eblip-24802 68 28 of of ADP eblip-24802 68 29 visits visit NOUN eblip-24802 68 30 per per ADP eblip-24802 68 31 headcount headcount NOUN eblip-24802 68 32 ( ( PUNCT eblip-24802 68 33 figure figure NOUN eblip-24802 68 34 3 3 NUM eblip-24802 68 35 ) ) PUNCT eblip-24802 68 36 . . PUNCT eblip-24802 69 1 while while SCONJ eblip-24802 69 2 the the DET eblip-24802 69 3 number number NOUN eblip-24802 69 4 of of ADP eblip-24802 69 5 visits visit NOUN eblip-24802 69 6 drops drop VERB eblip-24802 69 7 markedly markedly ADV eblip-24802 69 8 in in ADP eblip-24802 69 9 the the DET eblip-24802 69 10 summer summer NOUN eblip-24802 69 11 and and CCONJ eblip-24802 69 12 between between ADP eblip-24802 69 13 semesters semester NOUN eblip-24802 69 14 when when SCONJ eblip-24802 69 15 there there PRON eblip-24802 69 16 are be VERB eblip-24802 69 17 few few ADJ eblip-24802 69 18 undergraduates undergraduate NOUN eblip-24802 69 19 around around ADP eblip-24802 69 20 , , PUNCT eblip-24802 69 21 the the DET eblip-24802 69 22 number number NOUN eblip-24802 69 23 of of ADP eblip-24802 69 24 visits visit NOUN eblip-24802 69 25 per per ADP eblip-24802 69 26 headcount headcount NOUN eblip-24802 69 27 goes go VERB eblip-24802 69 28 up up ADP eblip-24802 69 29 markedly markedly ADV eblip-24802 69 30 in in ADP eblip-24802 69 31 the the DET eblip-24802 69 32 summer summer NOUN eblip-24802 69 33 . . PUNCT eblip-24802 69 34             SPACE eblip-24802 70 1 figure figure VERB eblip-24802 70 2 2 2 NUM eblip-24802 70 3 plot plot NOUN eblip-24802 70 4 of of ADP eblip-24802 70 5 all all DET eblip-24802 70 6 library library ADJ eblip-24802 70 7 website website NOUN eblip-24802 70 8 visits visit NOUN eblip-24802 70 9 with with ADP eblip-24802 70 10 plot plot NOUN eblip-24802 70 11 of of ADP eblip-24802 70 12 visits visit NOUN eblip-24802 70 13 starting start VERB eblip-24802 70 14 on on ADP eblip-24802 70 15 george george PROPN eblip-24802 70 16 washington washington PROPN eblip-24802 70 17 carver carver PROPN eblip-24802 70 18 pages page NOUN eblip-24802 70 19 . . PUNCT eblip-24802 70 20         SPACE eblip-24802 71 1 figure figure VERB eblip-24802 71 2 3 3 NUM eblip-24802 71 3 visits visit NOUN eblip-24802 71 4 per per ADP eblip-24802 71 5 month month NOUN eblip-24802 71 6 per per ADP eblip-24802 71 7 total total ADJ eblip-24802 71 8 headcount headcount NOUN eblip-24802 71 9 of of ADP eblip-24802 71 10 students student NOUN eblip-24802 71 11 , , PUNCT eblip-24802 71 12 faculty faculty NOUN eblip-24802 71 13 , , PUNCT eblip-24802 71 14 and and CCONJ eblip-24802 71 15 p&s p&s PROPN eblip-24802 71 16 staff staff NOUN eblip-24802 71 17 . . PUNCT eblip-24802 71 18         SPACE eblip-24802 72 1 although although SCONJ eblip-24802 72 2 in in ADP eblip-24802 72 3 figure figure NOUN eblip-24802 72 4 2 2 NUM eblip-24802 72 5 , , PUNCT eblip-24802 72 6 the the DET eblip-24802 72 7 highest high ADJ eblip-24802 72 8 number number NOUN eblip-24802 72 9 of of ADP eblip-24802 72 10 website website NOUN eblip-24802 72 11 visits visit NOUN eblip-24802 72 12 coincides coincide VERB eblip-24802 72 13 with with ADP eblip-24802 72 14 the the DET eblip-24802 72 15 highest high ADJ eblip-24802 72 16 number number NOUN eblip-24802 72 17 of of ADP eblip-24802 72 18 students student NOUN eblip-24802 72 19 present present ADJ eblip-24802 72 20 , , PUNCT eblip-24802 72 21 it it PRON eblip-24802 72 22 does do AUX eblip-24802 72 23 not not PART eblip-24802 72 24 necessarily necessarily ADV eblip-24802 72 25 follow follow VERB eblip-24802 72 26 that that SCONJ eblip-24802 72 27 students student NOUN eblip-24802 72 28 are be AUX eblip-24802 72 29 the the DET eblip-24802 72 30 source source NOUN eblip-24802 72 31 of of ADP eblip-24802 72 32 most most ADJ eblip-24802 72 33 of of ADP eblip-24802 72 34 the the DET eblip-24802 72 35 visits visit NOUN eblip-24802 72 36 . . PUNCT eblip-24802 73 1 anecdotally anecdotally ADV eblip-24802 73 2 , , PUNCT eblip-24802 73 3 some some DET eblip-24802 73 4 undergraduates undergraduate NOUN eblip-24802 73 5 never never ADV eblip-24802 73 6 or or CCONJ eblip-24802 73 7 rarely rarely ADV eblip-24802 73 8 use use VERB eblip-24802 73 9 the the DET eblip-24802 73 10 library library NOUN eblip-24802 73 11 website website NOUN eblip-24802 73 12 . . PUNCT eblip-24802 74 1 alternative alternative ADJ eblip-24802 74 2 explanations explanation NOUN eblip-24802 74 3 for for ADP eblip-24802 74 4 the the DET eblip-24802 74 5 increase increase NOUN eblip-24802 74 6 in in ADP eblip-24802 74 7 visits visit NOUN eblip-24802 74 8 could could AUX eblip-24802 74 9 include include VERB eblip-24802 74 10 an an DET eblip-24802 74 11 increase increase NOUN eblip-24802 74 12 in in ADP eblip-24802 74 13 usage usage NOUN eblip-24802 74 14 by by ADP eblip-24802 74 15 faculty faculty NOUN eblip-24802 74 16 or or CCONJ eblip-24802 74 17 staff staff NOUN eblip-24802 74 18 during during ADP eblip-24802 74 19 the the DET eblip-24802 74 20 semesters semester NOUN eblip-24802 74 21 , , PUNCT eblip-24802 74 22 perhaps perhaps ADV eblip-24802 74 23 in in ADP eblip-24802 74 24 preparation preparation NOUN eblip-24802 74 25 for for ADP eblip-24802 74 26 classes class NOUN eblip-24802 74 27 or or CCONJ eblip-24802 74 28 for for ADP eblip-24802 74 29 research research NOUN eblip-24802 74 30 ; ; PUNCT eblip-24802 74 31 it it PRON eblip-24802 74 32 is be AUX eblip-24802 74 33 also also ADV eblip-24802 74 34 possible possible ADJ eblip-24802 74 35 that that SCONJ eblip-24802 74 36 there there PRON eblip-24802 74 37 is be VERB eblip-24802 74 38 some some DET eblip-24802 74 39 usage usage NOUN eblip-24802 74 40 from from ADP eblip-24802 74 41 the the DET eblip-24802 74 42 primary primary ADJ eblip-24802 74 43 and and CCONJ eblip-24802 74 44 secondary secondary ADJ eblip-24802 74 45 schools school NOUN eblip-24802 74 46 , , PUNCT eblip-24802 74 47 which which PRON eblip-24802 74 48 are be AUX eblip-24802 74 49 also also ADV eblip-24802 74 50 in in ADP eblip-24802 74 51 session session NOUN eblip-24802 74 52 at at ADP eblip-24802 74 53 roughly roughly ADV eblip-24802 74 54 the the DET eblip-24802 74 55 same same ADJ eblip-24802 74 56 time time NOUN eblip-24802 74 57 . . PUNCT eblip-24802 74 58     SPACE eblip-24802 74 59 in in ADP eblip-24802 74 60 2012 2012 NUM eblip-24802 74 61 , , PUNCT eblip-24802 74 62 the the DET eblip-24802 74 63 iowa iowa PROPN eblip-24802 74 64 state state PROPN eblip-24802 74 65 university university PROPN eblip-24802 74 66 library library NOUN eblip-24802 74 67 conducted conduct VERB eblip-24802 74 68 a a DET eblip-24802 74 69 survey survey NOUN eblip-24802 74 70 to to PART eblip-24802 74 71 measure measure NOUN eblip-24802 74 72 satisfaction satisfaction NOUN eblip-24802 74 73 , , PUNCT eblip-24802 74 74 importance importance NOUN eblip-24802 74 75 , , PUNCT eblip-24802 74 76 and and CCONJ eblip-24802 74 77 usage usage NOUN eblip-24802 74 78 levels level NOUN eblip-24802 74 79 for for ADP eblip-24802 74 80 library library NOUN eblip-24802 74 81 services service NOUN eblip-24802 74 82 and and CCONJ eblip-24802 74 83 resources resource NOUN eblip-24802 74 84 . . PUNCT eblip-24802 75 1 from from ADP eblip-24802 75 2 this this DET eblip-24802 75 3 survey survey NOUN eblip-24802 75 4 , , PUNCT eblip-24802 75 5 a a DET eblip-24802 75 6 rough rough ADJ eblip-24802 75 7 estimate estimate NOUN eblip-24802 75 8 of of ADP eblip-24802 75 9 the the DET eblip-24802 75 10 self self NOUN eblip-24802 75 11 - - PUNCT eblip-24802 75 12 reported report VERB eblip-24802 75 13 number number NOUN eblip-24802 75 14 of of ADP eblip-24802 75 15 visits visit NOUN eblip-24802 75 16 per per ADP eblip-24802 75 17 month month NOUN eblip-24802 75 18 can can AUX eblip-24802 75 19 be be AUX eblip-24802 75 20 made make VERB eblip-24802 75 21 for for ADP eblip-24802 75 22 each each PRON eblip-24802 75 23 of of ADP eblip-24802 75 24 these these DET eblip-24802 75 25 groups group NOUN eblip-24802 75 26 : : PUNCT eblip-24802 75 27 lower low ADJ eblip-24802 75 28 and and CCONJ eblip-24802 75 29 upper upper ADJ eblip-24802 75 30 division division NOUN eblip-24802 75 31 undergraduates undergraduate NOUN eblip-24802 75 32 , , PUNCT eblip-24802 75 33 graduate graduate NOUN eblip-24802 75 34 and and CCONJ eblip-24802 75 35 professional professional ADJ eblip-24802 75 36 students student NOUN eblip-24802 75 37 , , PUNCT eblip-24802 75 38 faculty faculty NOUN eblip-24802 75 39 , , PUNCT eblip-24802 75 40 and and CCONJ eblip-24802 75 41 p&s p&s PROPN eblip-24802 75 42 staff staff NOUN eblip-24802 75 43 . . PUNCT eblip-24802 76 1 freshmen freshman NOUN eblip-24802 76 2 were be AUX eblip-24802 76 3 not not PART eblip-24802 76 4 included include VERB eblip-24802 76 5 in in ADP eblip-24802 76 6 the the DET eblip-24802 76 7 survey survey NOUN eblip-24802 76 8 , , PUNCT eblip-24802 76 9 so so CCONJ eblip-24802 76 10 classification classification NOUN eblip-24802 76 11 year year NOUN eblip-24802 76 12 2 2 NUM eblip-24802 76 13 comprised comprise VERB eblip-24802 76 14 lower low ADJ eblip-24802 76 15 division division NOUN eblip-24802 76 16 , , PUNCT eblip-24802 76 17 and and CCONJ eblip-24802 76 18 classification classification NOUN eblip-24802 76 19 years year NOUN eblip-24802 76 20 3 3 NUM eblip-24802 76 21 and and CCONJ eblip-24802 76 22 4 4 NUM eblip-24802 76 23 comprised comprise VERB eblip-24802 76 24 upper upper ADJ eblip-24802 76 25 division division NOUN eblip-24802 76 26 . . PUNCT eblip-24802 76 27     SPACE eblip-24802 76 28 for for ADP eblip-24802 76 29 answers answer NOUN eblip-24802 76 30 to to ADP eblip-24802 76 31 the the DET eblip-24802 76 32 question question NOUN eblip-24802 76 33 “ " PUNCT eblip-24802 76 34 how how SCONJ eblip-24802 76 35 often often ADV eblip-24802 76 36 do do AUX eblip-24802 76 37 you you PRON eblip-24802 76 38 use use VERB eblip-24802 76 39 the the DET eblip-24802 76 40 e e NOUN eblip-24802 76 41 - - NOUN eblip-24802 76 42 library library ADJ eblip-24802 76 43 ( ( PUNCT eblip-24802 76 44 i.e. i.e. X eblip-24802 76 45 , , PUNCT eblip-24802 76 46 library library ADJ eblip-24802 76 47 website website NOUN eblip-24802 76 48 ) ) PUNCT eblip-24802 76 49 ” " PUNCT eblip-24802 76 50 , , PUNCT eblip-24802 76 51 visits visit NOUN eblip-24802 76 52 per per ADP eblip-24802 76 53 month month NOUN eblip-24802 76 54 were be AUX eblip-24802 76 55 assigned assign VERB eblip-24802 76 56 as as SCONJ eblip-24802 76 57 follows follow VERB eblip-24802 76 58 to to ADP eblip-24802 76 59 the the DET eblip-24802 76 60 answer answer NOUN eblip-24802 76 61 choices choice NOUN eblip-24802 76 62 : : PUNCT eblip-24802 76 63     SPACE eblip-24802 76 64 daily daily ADV eblip-24802 76 65 : : PUNCT eblip-24802 76 66 16 16 NUM eblip-24802 76 67 weekly weekly NOUN eblip-24802 76 68 : : PUNCT eblip-24802 76 69 4 4 NUM eblip-24802 76 70 monthly monthly ADV eblip-24802 76 71 : : PUNCT eblip-24802 76 72 1 1 NUM eblip-24802 76 73 once once ADV eblip-24802 76 74 a a DET eblip-24802 76 75 semester semester NOUN eblip-24802 76 76 : : PUNCT eblip-24802 76 77 0.3 0.3 NUM eblip-24802 76 78 less less ADV eblip-24802 76 79 often often ADV eblip-24802 76 80 : : PUNCT eblip-24802 76 81 0.2 0.2 NUM eblip-24802 76 82 never never ADV eblip-24802 76 83 : : PUNCT eblip-24802 76 84 0 0 NUM eblip-24802 76 85     SPACE eblip-24802 76 86 while while SCONJ eblip-24802 76 87 graduate graduate ADJ eblip-24802 76 88 students student NOUN eblip-24802 76 89 and and CCONJ eblip-24802 76 90 faculty faculty NOUN eblip-24802 76 91 clearly clearly ADV eblip-24802 76 92 use use VERB eblip-24802 76 93 the the DET eblip-24802 76 94 library library ADJ eblip-24802 76 95 website website NOUN eblip-24802 76 96 more more ADJ eblip-24802 76 97 than than ADP eblip-24802 76 98 undergraduates undergraduate NOUN eblip-24802 76 99 ( ( PUNCT eblip-24802 76 100 p<.0001 p<.0001 NOUN eblip-24802 76 101 ) ) PUNCT eblip-24802 76 102 , , PUNCT eblip-24802 76 103 the the DET eblip-24802 76 104 evidence evidence NOUN eblip-24802 76 105 is be AUX eblip-24802 76 106 weak weak ADJ eblip-24802 76 107 that that SCONJ eblip-24802 76 108 faculty faculty NOUN eblip-24802 76 109 members member NOUN eblip-24802 76 110 use use VERB eblip-24802 76 111 the the DET eblip-24802 76 112 website website NOUN eblip-24802 76 113 more more ADJ eblip-24802 76 114 than than ADP eblip-24802 76 115 graduate graduate ADJ eblip-24802 76 116 students student NOUN eblip-24802 76 117 ( ( PUNCT eblip-24802 76 118 p=0.11 p=0.11 PROPN eblip-24802 76 119 ) ) PUNCT eblip-24802 76 120 , , PUNCT eblip-24802 76 121 or or CCONJ eblip-24802 76 122 that that SCONJ eblip-24802 76 123 upper upper ADJ eblip-24802 76 124 level level NOUN eblip-24802 76 125 undergraduates undergraduate NOUN eblip-24802 76 126 use use VERB eblip-24802 76 127 the the DET eblip-24802 76 128 website website NOUN eblip-24802 76 129 more more ADJ eblip-24802 76 130 than than ADP eblip-24802 76 131 sophomores sophomore NOUN eblip-24802 76 132 ( ( PUNCT eblip-24802 76 133 p=0.27 p=0.27 PROPN eblip-24802 76 134 ) ) PUNCT eblip-24802 76 135 ( ( PUNCT eblip-24802 76 136 table table NOUN eblip-24802 76 137 1 1 NUM eblip-24802 76 138 ) ) PUNCT eblip-24802 76 139 . . PUNCT eblip-24802 77 1 it it PRON eblip-24802 77 2 is be AUX eblip-24802 77 3 unknown unknown ADJ eblip-24802 77 4 if if SCONJ eblip-24802 77 5 freshmen freshman NOUN eblip-24802 77 6 would would AUX eblip-24802 77 7 be be AUX eblip-24802 77 8 different different ADJ eblip-24802 77 9 , , PUNCT eblip-24802 77 10 since since SCONJ eblip-24802 77 11 they they PRON eblip-24802 77 12 were be AUX eblip-24802 77 13 not not PART eblip-24802 77 14 included include VERB eblip-24802 77 15 in in ADP eblip-24802 77 16 the the DET eblip-24802 77 17 survey survey NOUN eblip-24802 77 18 , , PUNCT eblip-24802 77 19 which which PRON eblip-24802 77 20 was be AUX eblip-24802 77 21 conducted conduct VERB eblip-24802 77 22 in in ADP eblip-24802 77 23 the the DET eblip-24802 77 24 fall fall NOUN eblip-24802 77 25 . . PUNCT eblip-24802 78 1 contrast contrast NOUN eblip-24802 78 2 statements statement NOUN eblip-24802 78 3 were be AUX eblip-24802 78 4 used use VERB eblip-24802 78 5 to to PART eblip-24802 78 6 test test VERB eblip-24802 78 7 the the DET eblip-24802 78 8 differences difference NOUN eblip-24802 78 9 between between ADP eblip-24802 78 10 the the DET eblip-24802 78 11 groups group NOUN eblip-24802 78 12 . . PUNCT eblip-24802 78 13         SPACE eblip-24802 79 1 table table NOUN eblip-24802 79 2 1 1 NUM eblip-24802 79 3 . . NUM eblip-24802 79 4 estimate estimate NOUN eblip-24802 79 5 of of ADP eblip-24802 79 6 average average ADJ eblip-24802 79 7 library library NOUN eblip-24802 79 8 website website NOUN eblip-24802 79 9 visits visit NOUN eblip-24802 79 10 , , PUNCT eblip-24802 79 11 by by ADP eblip-24802 79 12 group group NOUN eblip-24802 79 13 , , PUNCT eblip-24802 79 14 from from ADP eblip-24802 79 15 2012 2012 NUM eblip-24802 79 16 survey survey NOUN eblip-24802 79 17     SPACE eblip-24802 79 18 mean mean VERB eblip-24802 79 19 visits visit NOUN eblip-24802 79 20 per per ADP eblip-24802 79 21 month month NOUN eblip-24802 79 22 faculty faculty NOUN eblip-24802 79 23 6.4 6.4 NUM eblip-24802 79 24 grad grad ADJ eblip-24802 79 25 and and CCONJ eblip-24802 79 26 professional professional ADJ eblip-24802 79 27 students student NOUN eblip-24802 79 28 5.7 5.7 NUM eblip-24802 79 29 second second ADJ eblip-24802 79 30 year year NOUN eblip-24802 79 31 undergrads undergrad VERB eblip-24802 79 32 1.4 1.4 NUM eblip-24802 79 33 upper upper ADJ eblip-24802 79 34 division division NOUN eblip-24802 79 35 undergrads undergrad NOUN eblip-24802 79 36 2.0 2.0 NUM eblip-24802 79 37 p p PROPN eblip-24802 79 38 & & CCONJ eblip-24802 79 39 s s PROPN eblip-24802 79 40 1.5 1.5 NUM eblip-24802 79 41         SPACE eblip-24802 79 42 since since SCONJ eblip-24802 79 43 graduate graduate ADJ eblip-24802 79 44 students student NOUN eblip-24802 79 45 are be AUX eblip-24802 79 46 more more ADV eblip-24802 79 47 frequent frequent ADJ eblip-24802 79 48 users user NOUN eblip-24802 79 49 of of ADP eblip-24802 79 50 the the DET eblip-24802 79 51 library library ADJ eblip-24802 79 52 website website NOUN eblip-24802 79 53 than than ADP eblip-24802 79 54 undergraduates undergraduate NOUN eblip-24802 79 55 ( ( PUNCT eblip-24802 79 56 by by ADP eblip-24802 79 57 self self NOUN eblip-24802 79 58 - - PUNCT eblip-24802 79 59 report report NOUN eblip-24802 79 60 ) ) PUNCT eblip-24802 79 61 , , PUNCT eblip-24802 79 62 the the DET eblip-24802 79 63 declining decline VERB eblip-24802 79 64 graduate graduate NOUN eblip-24802 79 65 to to PART eblip-24802 79 66 undergraduate undergraduate VERB eblip-24802 79 67 enrollment enrollment NOUN eblip-24802 79 68 ratio ratio NOUN eblip-24802 79 69 may may AUX eblip-24802 79 70 be be AUX eblip-24802 79 71 contributing contribute VERB eblip-24802 79 72 to to ADP eblip-24802 79 73 declining decline VERB eblip-24802 79 74 visits visit NOUN eblip-24802 79 75 per per ADP eblip-24802 79 76 person person NOUN eblip-24802 79 77 . . PUNCT eblip-24802 80 1 the the DET eblip-24802 80 2 ratio ratio NOUN eblip-24802 80 3 is be AUX eblip-24802 80 4 also also ADV eblip-24802 80 5 seasonal seasonal ADJ eblip-24802 80 6 , , PUNCT eblip-24802 80 7 with with ADP eblip-24802 80 8 peaks peak NOUN eblip-24802 80 9 in in ADP eblip-24802 80 10 the the DET eblip-24802 80 11 summer summer NOUN eblip-24802 80 12 when when SCONJ eblip-24802 80 13 undergraduate undergraduate NOUN eblip-24802 80 14 enrollment enrollment NOUN eblip-24802 80 15 is be AUX eblip-24802 80 16 much much ADV eblip-24802 80 17 smaller small ADJ eblip-24802 80 18 ( ( PUNCT eblip-24802 80 19 figure figure NOUN eblip-24802 80 20 4 4 NUM eblip-24802 80 21 ) ) PUNCT eblip-24802 80 22 . . PUNCT eblip-24802 80 23     SPACE eblip-24802 81 1 seasonal seasonal ADJ eblip-24802 81 2 differences difference NOUN eblip-24802 81 3     SPACE eblip-24802 81 4 seasonality seasonality NOUN eblip-24802 81 5 in in ADP eblip-24802 81 6 the the DET eblip-24802 81 7 data data NOUN eblip-24802 81 8 needs need VERB eblip-24802 81 9 to to PART eblip-24802 81 10 be be AUX eblip-24802 81 11 accounted account VERB eblip-24802 81 12 for for ADP eblip-24802 81 13 , , PUNCT eblip-24802 81 14 either either CCONJ eblip-24802 81 15 by by ADP eblip-24802 81 16 eliminating eliminate VERB eblip-24802 81 17 it it PRON eblip-24802 81 18 by by ADP eblip-24802 81 19 seasonal seasonal ADJ eblip-24802 81 20 differencing differencing NOUN eblip-24802 81 21 , , PUNCT eblip-24802 81 22 or or CCONJ eblip-24802 81 23 by by ADP eblip-24802 81 24 including include VERB eblip-24802 81 25 other other ADJ eblip-24802 81 26 variables variable NOUN eblip-24802 81 27 , , PUNCT eblip-24802 81 28 such such ADJ eblip-24802 81 29 as as ADP eblip-24802 81 30 indicator indicator NOUN eblip-24802 81 31 variables variable NOUN eblip-24802 81 32 for for ADP eblip-24802 81 33 months month NOUN eblip-24802 81 34 . . PUNCT eblip-24802 82 1 in in ADP eblip-24802 82 2 this this DET eblip-24802 82 3 analysis analysis NOUN eblip-24802 82 4 , , PUNCT eblip-24802 82 5 all all DET eblip-24802 82 6 variables variable NOUN eblip-24802 82 7 were be AUX eblip-24802 82 8 seasonally seasonally ADV eblip-24802 82 9 differenced difference VERB eblip-24802 82 10 : : PUNCT eblip-24802 82 11 for for ADP eblip-24802 82 12 each each DET eblip-24802 82 13 value value NOUN eblip-24802 82 14 , , PUNCT eblip-24802 82 15 the the DET eblip-24802 82 16 value value NOUN eblip-24802 82 17 from from ADP eblip-24802 82 18 twelve twelve NUM eblip-24802 82 19 months month NOUN eblip-24802 82 20 before before ADV eblip-24802 82 21 was be AUX eblip-24802 82 22 subtracted subtract VERB eblip-24802 82 23 . . PUNCT eblip-24802 83 1 the the DET eblip-24802 83 2 resulting result VERB eblip-24802 83 3 estimates estimate NOUN eblip-24802 83 4 from from ADP eblip-24802 83 5 the the DET eblip-24802 83 6 model model NOUN eblip-24802 83 7 include include VERB eblip-24802 83 8 an an DET eblip-24802 83 9 estimate estimate NOUN eblip-24802 83 10 of of ADP eblip-24802 83 11 the the DET eblip-24802 83 12 mean mean ADJ eblip-24802 83 13 yearly yearly ADJ eblip-24802 83 14 change change NOUN eblip-24802 83 15 , , PUNCT eblip-24802 83 16 after after ADP eblip-24802 83 17 controlling control VERB eblip-24802 83 18 for for ADP eblip-24802 83 19 each each PRON eblip-24802 83 20 of of ADP eblip-24802 83 21 the the DET eblip-24802 83 22 included include VERB eblip-24802 83 23 explanatory explanatory ADJ eblip-24802 83 24 variables variable NOUN eblip-24802 83 25 . . PUNCT eblip-24802 83 26     SPACE eblip-24802 83 27 regression regression NOUN eblip-24802 83 28 with with ADP eblip-24802 83 29 arma arma PROPN eblip-24802 83 30 errors error NOUN eblip-24802 83 31     SPACE eblip-24802 83 32 ordinary ordinary ADJ eblip-24802 83 33 regression regression NOUN eblip-24802 83 34 applied apply VERB eblip-24802 83 35 to to ADP eblip-24802 83 36 time time NOUN eblip-24802 83 37 series series PROPN eblip-24802 83 38 data data PROPN eblip-24802 83 39 presents present VERB eblip-24802 83 40 problems problem NOUN eblip-24802 83 41 , , PUNCT eblip-24802 83 42 as as SCONJ eblip-24802 83 43 residuals residual NOUN eblip-24802 83 44 from from ADP eblip-24802 83 45 the the DET eblip-24802 83 46 model model NOUN eblip-24802 83 47 are be AUX eblip-24802 83 48 often often ADV eblip-24802 83 49 correlated correlate VERB eblip-24802 83 50 ( ( PUNCT eblip-24802 83 51 a a DET eblip-24802 83 52 value value NOUN eblip-24802 83 53 at at ADP eblip-24802 83 54 one one NUM eblip-24802 83 55 point point NOUN eblip-24802 83 56 in in ADP eblip-24802 83 57 time time NOUN eblip-24802 83 58 is be AUX eblip-24802 83 59 likely likely ADJ eblip-24802 83 60 to to PART eblip-24802 83 61 be be AUX eblip-24802 83 62 similar similar ADJ eblip-24802 83 63 to to ADP eblip-24802 83 64 its its PRON eblip-24802 83 65 neighbor neighbor NOUN eblip-24802 83 66 ) ) PUNCT eblip-24802 83 67 , , PUNCT eblip-24802 83 68 thus thus ADV eblip-24802 83 69 violating violate VERB eblip-24802 83 70 the the DET eblip-24802 83 71 assumption assumption NOUN eblip-24802 83 72 of of ADP eblip-24802 83 73 independent independent ADJ eblip-24802 83 74 residuals residual NOUN eblip-24802 83 75 needed need VERB eblip-24802 83 76 for for ADP eblip-24802 83 77 regression regression NOUN eblip-24802 83 78 analysis analysis NOUN eblip-24802 83 79 . . PUNCT eblip-24802 83 80     SPACE eblip-24802 84 1 if if SCONJ eblip-24802 84 2 the the DET eblip-24802 84 3 residuals residual NOUN eblip-24802 84 4 are be AUX eblip-24802 84 5 correlated correlate VERB eblip-24802 84 6 , , PUNCT eblip-24802 84 7 then then ADV eblip-24802 84 8 some some DET eblip-24802 84 9 available available ADJ eblip-24802 84 10 information information NOUN eblip-24802 84 11 wo will AUX eblip-24802 84 12 n’t not PART eblip-24802 84 13 be be AUX eblip-24802 84 14 used use VERB eblip-24802 84 15 in in ADP eblip-24802 84 16 the the DET eblip-24802 84 17 model model NOUN eblip-24802 84 18 , , PUNCT eblip-24802 84 19 resulting result VERB eblip-24802 84 20 in in ADP eblip-24802 84 21 inaccurate inaccurate ADJ eblip-24802 84 22 estimates estimate NOUN eblip-24802 84 23 of of ADP eblip-24802 84 24 coefficients coefficient NOUN eblip-24802 84 25 ( ( PUNCT eblip-24802 84 26 granger granger PROPN eblip-24802 84 27 & & CCONJ eblip-24802 84 28 newbold newbold PROPN eblip-24802 84 29 , , PUNCT eblip-24802 84 30 1986 1986 NUM eblip-24802 84 31 ; ; PUNCT eblip-24802 84 32 hyndman hyndman NOUN eblip-24802 84 33 & & CCONJ eblip-24802 84 34 athanasopoulos athanasopoulo NOUN eblip-24802 84 35 , , PUNCT eblip-24802 84 36 2014 2014 NUM eblip-24802 84 37 ) ) PUNCT eblip-24802 84 38 . . PUNCT eblip-24802 85 1 other other ADJ eblip-24802 85 2 problems problem NOUN eblip-24802 85 3 include include VERB eblip-24802 85 4 invalid invalid ADJ eblip-24802 85 5 statistical statistical ADJ eblip-24802 85 6 tests test NOUN eblip-24802 85 7 , , PUNCT eblip-24802 85 8 as as SCONJ eblip-24802 85 9 the the DET eblip-24802 85 10 residual residual ADJ eblip-24802 85 11 variance variance NOUN eblip-24802 85 12 is be AUX eblip-24802 85 13 estimated estimate VERB eblip-24802 85 14 incorrectly incorrectly ADV eblip-24802 85 15 , , PUNCT eblip-24802 85 16 and and CCONJ eblip-24802 85 17 misleading mislead VERB eblip-24802 85 18 correlations correlation NOUN eblip-24802 85 19 , , PUNCT eblip-24802 85 20 or or CCONJ eblip-24802 85 21 spurious spurious ADJ eblip-24802 85 22 regressions regression NOUN eblip-24802 85 23 ( ( PUNCT eblip-24802 85 24 pankratz pankratz NOUN eblip-24802 85 25 , , PUNCT eblip-24802 85 26 1991 1991 NUM eblip-24802 85 27 , , PUNCT eblip-24802 85 28 p. p. NOUN eblip-24802 85 29 12 12 NUM eblip-24802 85 30 , , PUNCT eblip-24802 85 31 or or CCONJ eblip-24802 85 32 for for ADP eblip-24802 85 33 absurd absurd ADJ eblip-24802 85 34 examples example NOUN eblip-24802 85 35 see see VERB eblip-24802 85 36 the the DET eblip-24802 85 37 website website NOUN eblip-24802 85 38 spurious spurious ADJ eblip-24802 85 39 correlations correlation NOUN eblip-24802 85 40 ) ) PUNCT eblip-24802 85 41 . . PUNCT eblip-24802 85 42     SPACE eblip-24802 86 1 autocorrelation autocorrelation NOUN eblip-24802 86 2 in in ADP eblip-24802 86 3 the the DET eblip-24802 86 4 residuals residual NOUN eblip-24802 86 5 can can AUX eblip-24802 86 6 be be AUX eblip-24802 86 7 removed remove VERB eblip-24802 86 8 by by ADP eblip-24802 86 9 using use VERB eblip-24802 86 10 regression regression NOUN eblip-24802 86 11 with with ADP eblip-24802 86 12 arma arma PROPN eblip-24802 86 13 errors error NOUN eblip-24802 86 14 ( ( PUNCT eblip-24802 86 15 called call VERB eblip-24802 86 16 dynamic dynamic ADJ eblip-24802 86 17 regression regression NOUN eblip-24802 86 18 by by ADP eblip-24802 86 19 pankratz pankratz NOUN eblip-24802 86 20 , , PUNCT eblip-24802 86 21 1991 1991 NUM eblip-24802 86 22 , , PUNCT eblip-24802 86 23 also also ADV eblip-24802 86 24 called call VERB eblip-24802 86 25 transfer transfer NOUN eblip-24802 86 26 function function NOUN eblip-24802 86 27 or or CCONJ eblip-24802 86 28 arimax arimax NOUN eblip-24802 86 29 ) ) PUNCT eblip-24802 86 30 . . PUNCT eblip-24802 87 1 the the DET eblip-24802 87 2 residuals residual NOUN eblip-24802 87 3 are be AUX eblip-24802 87 4 modelled model VERB eblip-24802 87 5 as as ADP eblip-24802 87 6 a a DET eblip-24802 87 7 time time NOUN eblip-24802 87 8 series series NOUN eblip-24802 87 9 with with ADP eblip-24802 87 10 terms term NOUN eblip-24802 87 11 referencing reference VERB eblip-24802 87 12 past past ADJ eblip-24802 87 13 history history NOUN eblip-24802 87 14 of of ADP eblip-24802 87 15 the the DET eblip-24802 87 16 series series NOUN eblip-24802 87 17 , , PUNCT eblip-24802 87 18 leaving leave VERB eblip-24802 87 19 white white ADJ eblip-24802 87 20 noise noise NOUN eblip-24802 87 21 , , PUNCT eblip-24802 87 22 independent independent ADJ eblip-24802 87 23 residuals residual NOUN eblip-24802 87 24 . . PUNCT eblip-24802 88 1 these these DET eblip-24802 88 2 terms term NOUN eblip-24802 88 3 can can AUX eblip-24802 88 4 be be AUX eblip-24802 88 5 autoregressive autoregressive ADJ eblip-24802 88 6 ( ( PUNCT eblip-24802 88 7 ar ar NOUN eblip-24802 88 8 ) ) PUNCT eblip-24802 88 9 , , PUNCT eblip-24802 88 10 which which PRON eblip-24802 88 11 are be AUX eblip-24802 88 12 portions portion NOUN eblip-24802 88 13 of of ADP eblip-24802 88 14 past past ADJ eblip-24802 88 15 values value NOUN eblip-24802 88 16 , , PUNCT eblip-24802 88 17 and/or and/or CCONJ eblip-24802 88 18 moving move VERB eblip-24802 88 19 average average ADJ eblip-24802 88 20 ( ( PUNCT eblip-24802 88 21 ma ma PROPN eblip-24802 88 22 ) ) PUNCT eblip-24802 88 23 , , PUNCT eblip-24802 88 24 which which PRON eblip-24802 88 25 are be AUX eblip-24802 88 26 portions portion NOUN eblip-24802 88 27 of of ADP eblip-24802 88 28 past past ADJ eblip-24802 88 29 random random ADJ eblip-24802 88 30 shocks shock NOUN eblip-24802 88 31 . . PUNCT eblip-24802 88 32             SPACE eblip-24802 89 1 figure figure VERB eblip-24802 89 2 4 4 NUM eblip-24802 89 3 ratio ratio NOUN eblip-24802 89 4 of of ADP eblip-24802 89 5 graduate graduate NOUN eblip-24802 89 6 and and CCONJ eblip-24802 89 7 professional professional ADJ eblip-24802 89 8 student student NOUN eblip-24802 89 9 to to PART eblip-24802 89 10 undergraduate undergraduate VERB eblip-24802 89 11 headcount headcount NOUN eblip-24802 89 12 enrollment enrollment NOUN eblip-24802 89 13 . . PUNCT eblip-24802 89 14         SPACE eblip-24802 90 1 autoregressive autoregressive ADJ eblip-24802 90 2 terms term NOUN eblip-24802 90 3 for for ADP eblip-24802 90 4 lags lag NOUN eblip-24802 90 5 1 1 NUM eblip-24802 90 6 and and CCONJ eblip-24802 90 7 12 12 NUM eblip-24802 90 8 , , PUNCT eblip-24802 90 9 with with SCONJ eblip-24802 90 10 a a DET eblip-24802 90 11 multiplicative multiplicative ADJ eblip-24802 90 12 term term NOUN eblip-24802 90 13 for for ADP eblip-24802 90 14 lag lag NOUN eblip-24802 90 15 13 13 NUM eblip-24802 90 16 were be AUX eblip-24802 90 17 added add VERB eblip-24802 90 18 , , PUNCT eblip-24802 90 19 but but CCONJ eblip-24802 90 20 there there PRON eblip-24802 90 21 were be VERB eblip-24802 90 22 still still ADV eblip-24802 90 23 significant significant ADJ eblip-24802 90 24 autocorrelations autocorrelation NOUN eblip-24802 90 25 at at ADP eblip-24802 90 26 lags lag NOUN eblip-24802 90 27 3 3 NUM eblip-24802 90 28 and and CCONJ eblip-24802 90 29 6 6 NUM eblip-24802 90 30 ( ( PUNCT eblip-24802 90 31 second second ADJ eblip-24802 90 32 row row NOUN eblip-24802 90 33 of of ADP eblip-24802 90 34 figure figure NOUN eblip-24802 90 35 5 5 NUM eblip-24802 90 36 ) ) PUNCT eblip-24802 90 37 . . PUNCT eblip-24802 91 1 this this PRON eblip-24802 91 2 suggests suggest VERB eblip-24802 91 3 a a DET eblip-24802 91 4 trading trading NOUN eblip-24802 91 5 day day NOUN eblip-24802 91 6 effect effect NOUN eblip-24802 91 7 ( ( PUNCT eblip-24802 91 8 pankratz pankratz NOUN eblip-24802 91 9 , , PUNCT eblip-24802 91 10 1991 1991 NUM eblip-24802 91 11 , , PUNCT eblip-24802 91 12 pp pp ADJ eblip-24802 91 13 . . PUNCT eblip-24802 92 1 115 115 NUM eblip-24802 92 2 - - SYM eblip-24802 92 3 118 118 NUM eblip-24802 92 4 ) ) PUNCT eblip-24802 92 5 . . PUNCT eblip-24802 92 6     SPACE eblip-24802 93 1 a a DET eblip-24802 93 2 trading trading NOUN eblip-24802 93 3 day day NOUN eblip-24802 93 4 effect effect NOUN eblip-24802 93 5 ( ( PUNCT eblip-24802 93 6 a a DET eblip-24802 93 7 count count NOUN eblip-24802 93 8 of of ADP eblip-24802 93 9 the the DET eblip-24802 93 10 number number NOUN eblip-24802 93 11 of of ADP eblip-24802 93 12 weekdays weekday NOUN eblip-24802 93 13 in in ADP eblip-24802 93 14 each each DET eblip-24802 93 15 month month NOUN eblip-24802 93 16 ) ) PUNCT eblip-24802 93 17 is be AUX eblip-24802 93 18 included include VERB eblip-24802 93 19 to to PART eblip-24802 93 20 remove remove VERB eblip-24802 93 21 remaining remain VERB eblip-24802 93 22 autocorrelation autocorrelation NOUN eblip-24802 93 23 in in ADP eblip-24802 93 24 the the DET eblip-24802 93 25 residuals residual NOUN eblip-24802 93 26 . . PUNCT eblip-24802 94 1 weekdays weekday NOUN eblip-24802 94 2 have have VERB eblip-24802 94 3 more more ADJ eblip-24802 94 4 website website NOUN eblip-24802 94 5 visits visit NOUN eblip-24802 94 6 than than ADP eblip-24802 94 7 weekends weekend NOUN eblip-24802 94 8 . . PUNCT eblip-24802 95 1 the the DET eblip-24802 95 2 number number NOUN eblip-24802 95 3 of of ADP eblip-24802 95 4 weekdays weekday NOUN eblip-24802 95 5 can can AUX eblip-24802 95 6 vary vary VERB eblip-24802 95 7 . . PUNCT eblip-24802 96 1 for for ADP eblip-24802 96 2 example example NOUN eblip-24802 96 3 , , PUNCT eblip-24802 96 4 a a DET eblip-24802 96 5 month month NOUN eblip-24802 96 6 might might AUX eblip-24802 96 7 have have VERB eblip-24802 96 8 four four NUM eblip-24802 96 9 or or CCONJ eblip-24802 96 10 five five NUM eblip-24802 96 11 wednesdays wednesday NOUN eblip-24802 96 12 in in ADP eblip-24802 96 13 different different ADJ eblip-24802 96 14 years year NOUN eblip-24802 96 15 . . PUNCT eblip-24802 97 1 adding add VERB eblip-24802 97 2 the the DET eblip-24802 97 3 weekdays weekday NOUN eblip-24802 97 4 term term NOUN eblip-24802 97 5 lowered lower VERB eblip-24802 97 6 the the DET eblip-24802 97 7 akaike akaike ADJ eblip-24802 97 8 information information NOUN eblip-24802 97 9 criterion criterion NOUN eblip-24802 97 10 ( ( PUNCT eblip-24802 97 11 aic aic PROPN eblip-24802 97 12 ) ) PUNCT eblip-24802 97 13 from from ADP eblip-24802 97 14 -21 -21 NOUN eblip-24802 97 15 to to ADP eblip-24802 97 16 -42 -42 PUNCT eblip-24802 97 17 and and CCONJ eblip-24802 97 18 the the DET eblip-24802 97 19 autocorrelation autocorrelation NOUN eblip-24802 97 20 function function NOUN eblip-24802 97 21 ( ( PUNCT eblip-24802 97 22 acf acf PROPN eblip-24802 97 23 ) ) PUNCT eblip-24802 97 24 and and CCONJ eblip-24802 97 25 partial partial ADJ eblip-24802 97 26 autocorrelation autocorrelation NOUN eblip-24802 97 27 function function NOUN eblip-24802 97 28 ( ( PUNCT eblip-24802 97 29 pacf pacf NOUN eblip-24802 97 30 ) ) PUNCT eblip-24802 97 31 display display VERB eblip-24802 97 32 no no DET eblip-24802 97 33 significant significant ADJ eblip-24802 97 34 autocorrelation autocorrelation NOUN eblip-24802 97 35 . . PUNCT eblip-24802 98 1 in in ADP eblip-24802 98 2 each each DET eblip-24802 98 3 succeeding succeed VERB eblip-24802 98 4 model model NOUN eblip-24802 98 5 , , PUNCT eblip-24802 98 6 autocorrelation autocorrelation NOUN eblip-24802 98 7 is be AUX eblip-24802 98 8 removed remove VERB eblip-24802 98 9 from from ADP eblip-24802 98 10 the the DET eblip-24802 98 11 residuals residual NOUN eblip-24802 98 12 , , PUNCT eblip-24802 98 13 the the DET eblip-24802 98 14 model model NOUN eblip-24802 98 15 fits fit VERB eblip-24802 98 16 the the DET eblip-24802 98 17 observed observe VERB eblip-24802 98 18 values value NOUN eblip-24802 98 19 more more ADV eblip-24802 98 20 closely closely ADV eblip-24802 98 21 , , PUNCT eblip-24802 98 22 and and CCONJ eblip-24802 98 23 the the DET eblip-24802 98 24 confidence confidence NOUN eblip-24802 98 25 interval interval NOUN eblip-24802 98 26 gets get VERB eblip-24802 98 27 smaller small ADJ eblip-24802 98 28 ( ( PUNCT eblip-24802 98 29 gray gray ADJ eblip-24802 98 30 bands band NOUN eblip-24802 98 31 ) ) PUNCT eblip-24802 98 32 ( ( PUNCT eblip-24802 98 33 figure figure NOUN eblip-24802 98 34 5 5 NUM eblip-24802 98 35 ) ) PUNCT eblip-24802 98 36 . . PUNCT eblip-24802 98 37     SPACE eblip-24802 99 1 in in ADP eblip-24802 99 2 figure figure NOUN eblip-24802 99 3 5 5 NUM eblip-24802 99 4 , , PUNCT eblip-24802 99 5 the the DET eblip-24802 99 6 top top ADJ eblip-24802 99 7 row row NOUN eblip-24802 99 8 is be AUX eblip-24802 99 9 a a DET eblip-24802 99 10 regression regression NOUN eblip-24802 99 11 model model NOUN eblip-24802 99 12 of of ADP eblip-24802 99 13 visits visit NOUN eblip-24802 99 14 per per ADP eblip-24802 99 15 headcount headcount NOUN eblip-24802 99 16 , , PUNCT eblip-24802 99 17 seasonally seasonally ADV eblip-24802 99 18 differenced difference VERB eblip-24802 99 19 , , PUNCT eblip-24802 99 20 with with ADP eblip-24802 99 21 two two NUM eblip-24802 99 22 independent independent ADJ eblip-24802 99 23 variables variable NOUN eblip-24802 99 24 , , PUNCT eblip-24802 99 25 graduate graduate VERB eblip-24802 99 26 to to PART eblip-24802 99 27 undergraduate undergraduate VERB eblip-24802 99 28 enrollment enrollment NOUN eblip-24802 99 29 ratio ratio NOUN eblip-24802 99 30 and and CCONJ eblip-24802 99 31 visits visit NOUN eblip-24802 99 32 starting start VERB eblip-24802 99 33 on on ADP eblip-24802 99 34 carver carver NOUN eblip-24802 99 35 pages page NOUN eblip-24802 99 36 ( ( PUNCT eblip-24802 99 37 both both CCONJ eblip-24802 99 38 seasonally seasonally ADV eblip-24802 99 39 differenced differenced ADJ eblip-24802 99 40 ) ) PUNCT eblip-24802 99 41 . . PUNCT eblip-24802 100 1 the the DET eblip-24802 100 2 residuals residual NOUN eblip-24802 100 3 from from ADP eblip-24802 100 4 the the DET eblip-24802 100 5 model model NOUN eblip-24802 100 6 are be AUX eblip-24802 100 7 autocorrelated autocorrelate VERB eblip-24802 100 8 , , PUNCT eblip-24802 100 9 as as SCONJ eblip-24802 100 10 seen see VERB eblip-24802 100 11 by by ADP eblip-24802 100 12 the the DET eblip-24802 100 13 serial serial ADJ eblip-24802 100 14 grouping grouping NOUN eblip-24802 100 15 of of ADP eblip-24802 100 16 observations observation NOUN eblip-24802 100 17 above above ADP eblip-24802 100 18 or or CCONJ eblip-24802 100 19 below below ADP eblip-24802 100 20 the the DET eblip-24802 100 21 predicted predict VERB eblip-24802 100 22 line line NOUN eblip-24802 100 23 , , PUNCT eblip-24802 100 24 and and CCONJ eblip-24802 100 25 as as SCONJ eblip-24802 100 26 shown show VERB eblip-24802 100 27 on on ADP eblip-24802 100 28 the the DET eblip-24802 100 29 acf acf PROPN eblip-24802 100 30 plot plot NOUN eblip-24802 100 31 on on ADP eblip-24802 100 32 the the DET eblip-24802 100 33 right right NOUN eblip-24802 100 34 . . PUNCT eblip-24802 101 1 the the DET eblip-24802 101 2 second second ADJ eblip-24802 101 3 row row NOUN eblip-24802 101 4 adds add VERB eblip-24802 101 5 autoregressive autoregressive ADJ eblip-24802 101 6 terms term NOUN eblip-24802 101 7 for for ADP eblip-24802 101 8 lags lag NOUN eblip-24802 101 9 1 1 NUM eblip-24802 101 10 and and CCONJ eblip-24802 101 11 12 12 NUM eblip-24802 101 12 , , PUNCT eblip-24802 101 13 with with ADP eblip-24802 101 14 a a DET eblip-24802 101 15 multiplicative multiplicative ADJ eblip-24802 101 16 effect effect NOUN eblip-24802 101 17 for for ADP eblip-24802 101 18 lag lag NOUN eblip-24802 101 19 13 13 NUM eblip-24802 101 20 . . PUNCT eblip-24802 102 1 this this PRON eblip-24802 102 2 removes remove VERB eblip-24802 102 3 the the DET eblip-24802 102 4 autocorrelation autocorrelation NOUN eblip-24802 102 5 in in ADP eblip-24802 102 6 lags lag NOUN eblip-24802 102 7 1 1 NUM eblip-24802 102 8 and and CCONJ eblip-24802 102 9 2 2 NUM eblip-24802 102 10 , , PUNCT eblip-24802 102 11 but but CCONJ eblip-24802 102 12 lags lag VERB eblip-24802 102 13 3 3 NUM eblip-24802 102 14 and and CCONJ eblip-24802 102 15 6 6 NUM eblip-24802 102 16 in in ADP eblip-24802 102 17 the the DET eblip-24802 102 18 acf acf NOUN eblip-24802 102 19 indicate indicate VERB eblip-24802 102 20 a a DET eblip-24802 102 21 trading trading NOUN eblip-24802 102 22 day day NOUN eblip-24802 102 23 effect effect NOUN eblip-24802 102 24 . . PUNCT eblip-24802 103 1 in in ADP eblip-24802 103 2 the the DET eblip-24802 103 3 third third ADJ eblip-24802 103 4 row row NOUN eblip-24802 103 5 , , PUNCT eblip-24802 103 6 another another DET eblip-24802 103 7 variable variable NOUN eblip-24802 103 8 for for ADP eblip-24802 103 9 number number NOUN eblip-24802 103 10 of of ADP eblip-24802 103 11 weekdays weekday NOUN eblip-24802 103 12 per per ADP eblip-24802 103 13 month month NOUN eblip-24802 103 14 was be AUX eblip-24802 103 15 added add VERB eblip-24802 103 16 , , PUNCT eblip-24802 103 17 leaving leave VERB eblip-24802 103 18 no no DET eblip-24802 103 19 significant significant ADJ eblip-24802 103 20 autocorrelation autocorrelation NOUN eblip-24802 103 21 in in ADP eblip-24802 103 22 the the DET eblip-24802 103 23 residuals residual NOUN eblip-24802 103 24 . . PUNCT eblip-24802 103 25     SPACE eblip-24802 104 1 the the DET eblip-24802 104 2 final final ADJ eblip-24802 104 3 model model NOUN eblip-24802 104 4 is be AUX eblip-24802 104 5 : : PUNCT eblip-24802 104 6     SPACE eblip-24802 104 7 y’t y’t PROPN eblip-24802 104 8 = = SYM eblip-24802 104 9 µ µ X eblip-24802 104 10 + + CCONJ eblip-24802 104 11 β1ratio’t β1ratio’t PUNCT eblip-24802 105 1 + + CCONJ eblip-24802 105 2 β2gwc’t β2gwc’t X eblip-24802 105 3 + + NUM eblip-24802 105 4 β3weekday’s3,t β3weekday’s3,t PUNCT eblip-24802 105 5 + + CCONJ eblip-24802 105 6 n’t n’t ADJ eblip-24802 105 7 , , PUNCT eblip-24802 105 8 and and CCONJ eblip-24802 105 9 n’t n’t NOUN eblip-24802 105 10 = = NOUN eblip-24802 105 11 φ1y’t-1 φ1y’t-1 X eblip-24802 105 12 + + CCONJ eblip-24802 105 13 φ12y’t-12 φ12y’t-12 VERB eblip-24802 105 14 φ1φ12y’t-13 φ1φ12y’t-13 X eblip-24802 105 15 + + CCONJ eblip-24802 105 16 et et NOUN eblip-24802 105 17 where where SCONJ eblip-24802 105 18 y’t y’t NOUN eblip-24802 105 19 = = PRON eblip-24802 106 1 visits visit NOUN eblip-24802 106 2 per per ADP eblip-24802 106 3 headcount headcount NOUN eblip-24802 106 4 at at ADP eblip-24802 106 5 month month NOUN eblip-24802 106 6 t t PROPN eblip-24802 106 7 ( ( PUNCT eblip-24802 106 8 seasonally seasonally ADV eblip-24802 106 9 differenced differenced ADJ eblip-24802 106 10 ) ) PUNCT eblip-24802 106 11 , , PUNCT eblip-24802 106 12 µ µ X eblip-24802 106 13 is be AUX eblip-24802 106 14 the the DET eblip-24802 106 15 mean mean ADJ eblip-24802 106 16 change change NOUN eblip-24802 106 17 adjusted adjust VERB eblip-24802 106 18 for for ADP eblip-24802 106 19 other other ADJ eblip-24802 106 20 factors factor NOUN eblip-24802 106 21 in in ADP eblip-24802 106 22 model model NOUN eblip-24802 106 23 , , PUNCT eblip-24802 106 24 et et PROPN eblip-24802 106 25 are be AUX eblip-24802 106 26 uncorrelated uncorrelated ADJ eblip-24802 106 27 residuals residual NOUN eblip-24802 106 28 , , PUNCT eblip-24802 106 29 and and CCONJ eblip-24802 106 30 all all DET eblip-24802 106 31 independent independent ADJ eblip-24802 106 32 variables variable NOUN eblip-24802 106 33 are be AUX eblip-24802 106 34 seasonally seasonally ADV eblip-24802 106 35 differenced difference VERB eblip-24802 106 36 . . PUNCT eblip-24802 106 37         SPACE eblip-24802 107 1 figure figure VERB eblip-24802 107 2 5 5 NUM eblip-24802 107 3 autoregressive autoregressive ADJ eblip-24802 107 4 terms term NOUN eblip-24802 107 5 at at ADP eblip-24802 107 6 lags lag NOUN eblip-24802 107 7 1 1 NUM eblip-24802 107 8 and and CCONJ eblip-24802 107 9 12 12 NUM eblip-24802 107 10 ( ( PUNCT eblip-24802 107 11 middle middle NOUN eblip-24802 107 12 row row NOUN eblip-24802 107 13 ) ) PUNCT eblip-24802 107 14 removes remove VERB eblip-24802 107 15 most most ADJ eblip-24802 107 16 of of ADP eblip-24802 107 17 the the DET eblip-24802 107 18 residual residual ADJ eblip-24802 107 19 autocorrelation autocorrelation NOUN eblip-24802 107 20 . . PUNCT eblip-24802 108 1 adding add VERB eblip-24802 108 2 a a DET eblip-24802 108 3 variable variable NOUN eblip-24802 108 4 for for ADP eblip-24802 108 5 the the DET eblip-24802 108 6 number number NOUN eblip-24802 108 7 of of ADP eblip-24802 108 8 weekdays weekday NOUN eblip-24802 108 9 in in ADP eblip-24802 108 10 a a DET eblip-24802 108 11 month month NOUN eblip-24802 108 12 leaves leave NOUN eblip-24802 108 13 uncorrelated uncorrelated ADJ eblip-24802 108 14 residuals residual NOUN eblip-24802 108 15 ( ( PUNCT eblip-24802 108 16 bottom bottom ADJ eblip-24802 108 17 row row NOUN eblip-24802 108 18 ) ) PUNCT eblip-24802 108 19 . . PUNCT eblip-24802 108 20         SPACE eblip-24802 109 1 to to PART eblip-24802 109 2 provide provide VERB eblip-24802 109 3 a a DET eblip-24802 109 4 comparison comparison NOUN eblip-24802 109 5 , , PUNCT eblip-24802 109 6 in in ADP eblip-24802 109 7 case case NOUN eblip-24802 109 8 enrollment enrollment NOUN eblip-24802 109 9 sizes size NOUN eblip-24802 109 10 are be AUX eblip-24802 109 11 not not PART eblip-24802 109 12 the the DET eblip-24802 109 13 true true ADJ eblip-24802 109 14 driver driver NOUN eblip-24802 109 15 of of ADP eblip-24802 109 16 higher high ADJ eblip-24802 109 17 website website NOUN eblip-24802 109 18 visits visit NOUN eblip-24802 109 19 during during ADP eblip-24802 109 20 the the DET eblip-24802 109 21 semester semester NOUN eblip-24802 109 22 , , PUNCT eblip-24802 109 23 an an DET eblip-24802 109 24 indicator indicator NOUN eblip-24802 109 25 variable variable NOUN eblip-24802 109 26 for for ADP eblip-24802 109 27 fall fall NOUN eblip-24802 109 28 and and CCONJ eblip-24802 109 29 spring spring NOUN eblip-24802 109 30 semesters semester NOUN eblip-24802 109 31 , , PUNCT eblip-24802 109 32 replacing replace VERB eblip-24802 109 33 the the DET eblip-24802 109 34 graduate graduate NOUN eblip-24802 109 35 to to PART eblip-24802 109 36 undergraduate undergraduate VERB eblip-24802 109 37 enrollment enrollment NOUN eblip-24802 109 38 ratio ratio NOUN eblip-24802 109 39 , , PUNCT eblip-24802 109 40 was be AUX eblip-24802 109 41 included include VERB eblip-24802 109 42 in in ADP eblip-24802 109 43 an an DET eblip-24802 109 44 alternative alternative ADJ eblip-24802 109 45 model model NOUN eblip-24802 109 46 . . PUNCT eblip-24802 110 1 for for ADP eblip-24802 110 2 the the DET eblip-24802 110 3 months month NOUN eblip-24802 110 4 of of ADP eblip-24802 110 5 january january PROPN eblip-24802 110 6 , , PUNCT eblip-24802 110 7 may may AUX eblip-24802 110 8 , , PUNCT eblip-24802 110 9 august august PROPN eblip-24802 110 10 , , PUNCT eblip-24802 110 11 and and CCONJ eblip-24802 110 12 december december PROPN eblip-24802 110 13 , , PUNCT eblip-24802 110 14 which which PRON eblip-24802 110 15 were be AUX eblip-24802 110 16 partially partially ADV eblip-24802 110 17 included include VERB eblip-24802 110 18 in in ADP eblip-24802 110 19 the the DET eblip-24802 110 20 semester semester NOUN eblip-24802 110 21 , , PUNCT eblip-24802 110 22 an an DET eblip-24802 110 23 average average ADJ eblip-24802 110 24 indicator indicator NOUN eblip-24802 110 25 was be AUX eblip-24802 110 26 calculated calculate VERB eblip-24802 110 27 . . PUNCT eblip-24802 110 28     SPACE eblip-24802 111 1 to to PART eblip-24802 111 2 get get VERB eblip-24802 111 3 a a DET eblip-24802 111 4 new new ADJ eblip-24802 111 5 measure measure NOUN eblip-24802 111 6 every every DET eblip-24802 111 7 year year NOUN eblip-24802 111 8 of of ADP eblip-24802 111 9 the the DET eblip-24802 111 10 adjusted adjust VERB eblip-24802 111 11 mean mean NOUN eblip-24802 111 12 change change NOUN eblip-24802 111 13 , , PUNCT eblip-24802 111 14 and and CCONJ eblip-24802 111 15 to to PART eblip-24802 111 16 see see VERB eblip-24802 111 17 how how SCONJ eblip-24802 111 18 the the DET eblip-24802 111 19 effect effect NOUN eblip-24802 111 20 of of ADP eblip-24802 111 21 the the DET eblip-24802 111 22 explanatory explanatory ADJ eblip-24802 111 23 variable variable ADJ eblip-24802 111 24 changes change NOUN eblip-24802 111 25 over over ADP eblip-24802 111 26 time time NOUN eblip-24802 111 27 , , PUNCT eblip-24802 111 28 the the DET eblip-24802 111 29 analysis analysis NOUN eblip-24802 111 30 was be AUX eblip-24802 111 31 repeated repeat VERB eblip-24802 111 32 for for ADP eblip-24802 111 33 rolling rolling ADJ eblip-24802 111 34 time time NOUN eblip-24802 111 35 windows window NOUN eblip-24802 111 36 of of ADP eblip-24802 111 37 equal equal ADJ eblip-24802 111 38 length length NOUN eblip-24802 111 39 . . PUNCT eblip-24802 112 1 the the DET eblip-24802 112 2 results result NOUN eblip-24802 112 3 are be AUX eblip-24802 112 4 a a DET eblip-24802 112 5 smoothed smoothed ADJ eblip-24802 112 6 and and CCONJ eblip-24802 112 7 more more ADV eblip-24802 112 8 easily easily ADV eblip-24802 112 9 interpretable interpretable ADJ eblip-24802 112 10 metric metric NOUN eblip-24802 112 11 that that PRON eblip-24802 112 12 can can AUX eblip-24802 112 13 identify identify VERB eblip-24802 112 14 correlations correlation NOUN eblip-24802 112 15 that that PRON eblip-24802 112 16 change change VERB eblip-24802 112 17 over over ADP eblip-24802 112 18 time time NOUN eblip-24802 112 19 ( ( PUNCT eblip-24802 112 20 zivot zivot PROPN eblip-24802 112 21 & & CCONJ eblip-24802 112 22 wang wang PROPN eblip-24802 112 23 , , PUNCT eblip-24802 112 24 2006 2006 NUM eblip-24802 112 25 ) ) PUNCT eblip-24802 112 26 . . PUNCT eblip-24802 113 1 a a DET eblip-24802 113 2 four four NUM eblip-24802 113 3 - - PUNCT eblip-24802 113 4 year year NOUN eblip-24802 113 5 ( ( PUNCT eblip-24802 113 6 academic academic ADJ eblip-24802 113 7 year year NOUN eblip-24802 113 8 ) ) PUNCT eblip-24802 113 9 rolling roll VERB eblip-24802 113 10 window window NOUN eblip-24802 113 11 with with ADP eblip-24802 113 12 48 48 NUM eblip-24802 113 13 observations observation NOUN eblip-24802 113 14 was be AUX eblip-24802 113 15 chosen choose VERB eblip-24802 113 16 . . PUNCT eblip-24802 114 1 seasonal seasonal ADJ eblip-24802 114 2 differencing differencing NOUN eblip-24802 114 3 leaves leave VERB eblip-24802 114 4 36 36 NUM eblip-24802 114 5 observations observation NOUN eblip-24802 114 6 available available ADJ eblip-24802 114 7 to to PART eblip-24802 114 8 estimate estimate VERB eblip-24802 114 9 the the DET eblip-24802 114 10 model model NOUN eblip-24802 114 11 , , PUNCT eblip-24802 114 12 resulting result VERB eblip-24802 114 13 in in ADP eblip-24802 114 14 a a DET eblip-24802 114 15 three three NUM eblip-24802 114 16 - - PUNCT eblip-24802 114 17 year year NOUN eblip-24802 114 18 average average NOUN eblip-24802 114 19 of of ADP eblip-24802 114 20 differences difference NOUN eblip-24802 114 21 . . PUNCT eblip-24802 114 22     SPACE eblip-24802 115 1 another another DET eblip-24802 115 2 analysis analysis NOUN eblip-24802 115 3 estimated estimate VERB eblip-24802 115 4 how how SCONJ eblip-24802 115 5 often often ADV eblip-24802 115 6 students student NOUN eblip-24802 115 7 from from ADP eblip-24802 115 8 different different ADJ eblip-24802 115 9 groups group NOUN eblip-24802 115 10 visit visit VERB eblip-24802 115 11 the the DET eblip-24802 115 12 website website NOUN eblip-24802 115 13 , , PUNCT eblip-24802 115 14 on on ADP eblip-24802 115 15 average average ADJ eblip-24802 115 16 , , PUNCT eblip-24802 115 17 after after ADP eblip-24802 115 18 past past ADJ eblip-24802 115 19 history history NOUN eblip-24802 115 20 , , PUNCT eblip-24802 115 21 the the DET eblip-24802 115 22 effect effect NOUN eblip-24802 115 23 of of ADP eblip-24802 115 24 the the DET eblip-24802 115 25 other other ADJ eblip-24802 115 26 groups group NOUN eblip-24802 115 27 , , PUNCT eblip-24802 115 28 and and CCONJ eblip-24802 115 29 other other ADJ eblip-24802 115 30 factors factor NOUN eblip-24802 115 31 are be AUX eblip-24802 115 32 taken take VERB eblip-24802 115 33 into into ADP eblip-24802 115 34 account account NOUN eblip-24802 115 35 . . PUNCT eblip-24802 116 1 this this DET eblip-24802 116 2 marginal marginal ADJ eblip-24802 116 3 effect effect NOUN eblip-24802 116 4 is be AUX eblip-24802 116 5 estimated estimate VERB eblip-24802 116 6 by by ADP eblip-24802 116 7 the the DET eblip-24802 116 8 coefficient coefficient NOUN eblip-24802 116 9 of of ADP eblip-24802 116 10 the the DET eblip-24802 116 11 variable variable NOUN eblip-24802 116 12 in in ADP eblip-24802 116 13 the the DET eblip-24802 116 14 regression regression NOUN eblip-24802 116 15 model model NOUN eblip-24802 116 16 . . PUNCT eblip-24802 116 17     SPACE eblip-24802 117 1 the the DET eblip-24802 117 2 data datum NOUN eblip-24802 117 3 were be AUX eblip-24802 117 4 not not PART eblip-24802 117 5 seasonally seasonally ADV eblip-24802 117 6 differenced difference VERB eblip-24802 117 7 . . PUNCT eblip-24802 118 1 instead instead ADV eblip-24802 118 2 , , PUNCT eblip-24802 118 3 a a DET eblip-24802 118 4 number number NOUN eblip-24802 118 5 of of ADP eblip-24802 118 6 other other ADJ eblip-24802 118 7 variables variable NOUN eblip-24802 118 8 besides besides SCONJ eblip-24802 118 9 enrollment enrollment NOUN eblip-24802 118 10 are be AUX eblip-24802 118 11 included include VERB eblip-24802 118 12 to to PART eblip-24802 118 13 account account VERB eblip-24802 118 14 for for ADP eblip-24802 118 15 seasonality seasonality NOUN eblip-24802 118 16 : : PUNCT eblip-24802 118 17 the the DET eblip-24802 118 18 number number NOUN eblip-24802 118 19 of of ADP eblip-24802 118 20 george george PROPN eblip-24802 118 21 washington washington PROPN eblip-24802 118 22 carver carver PROPN eblip-24802 118 23 entry entry NOUN eblip-24802 118 24 page page NOUN eblip-24802 118 25 visits visit NOUN eblip-24802 118 26 , , PUNCT eblip-24802 118 27 a a DET eblip-24802 118 28 count count NOUN eblip-24802 118 29 of of ADP eblip-24802 118 30 library library NOUN eblip-24802 118 31 closed close VERB eblip-24802 118 32 days day NOUN eblip-24802 118 33 for for ADP eblip-24802 118 34 the the DET eblip-24802 118 35 two two NUM eblip-24802 118 36 weekdays weekday NOUN eblip-24802 118 37 of of ADP eblip-24802 118 38 thanksgiving thanksgiving NOUN eblip-24802 118 39 break break NOUN eblip-24802 118 40 and and CCONJ eblip-24802 118 41 weekdays weekday NOUN eblip-24802 118 42 closed close VERB eblip-24802 118 43 during during ADP eblip-24802 118 44 winter winter NOUN eblip-24802 118 45 break break NOUN eblip-24802 118 46 , , PUNCT eblip-24802 118 47 and and CCONJ eblip-24802 118 48 a a DET eblip-24802 118 49 count count NOUN eblip-24802 118 50 of of ADP eblip-24802 118 51 weekdays weekday NOUN eblip-24802 118 52 minus minus ADP eblip-24802 118 53 the the DET eblip-24802 118 54 other other ADJ eblip-24802 118 55 holidays holiday NOUN eblip-24802 118 56 and and CCONJ eblip-24802 118 57 break break VERB eblip-24802 118 58 days day NOUN eblip-24802 118 59 per per ADP eblip-24802 118 60 month month NOUN eblip-24802 118 61 . . PUNCT eblip-24802 119 1 additionally additionally ADV eblip-24802 119 2 , , PUNCT eblip-24802 119 3 december december PROPN eblip-24802 119 4 24 24 NUM eblip-24802 119 5 and and CCONJ eblip-24802 119 6 the the DET eblip-24802 119 7 days day NOUN eblip-24802 119 8 between between ADP eblip-24802 119 9 christmas christmas PROPN eblip-24802 119 10 and and CCONJ eblip-24802 119 11 new new ADJ eblip-24802 119 12 year year NOUN eblip-24802 119 13 ’s ’s PART eblip-24802 119 14 , , PUNCT eblip-24802 119 15 if if SCONJ eblip-24802 119 16 the the DET eblip-24802 119 17 library library NOUN eblip-24802 119 18 was be AUX eblip-24802 119 19 not not PART eblip-24802 119 20 closed closed ADJ eblip-24802 119 21 , , PUNCT eblip-24802 119 22 are be AUX eblip-24802 119 23 counted count VERB eblip-24802 119 24 as as ADP eblip-24802 119 25 holidays holiday NOUN eblip-24802 119 26 . . PUNCT eblip-24802 120 1 the the DET eblip-24802 120 2 model model NOUN eblip-24802 120 3 includes include VERB eblip-24802 120 4 autoregressive autoregressive ADJ eblip-24802 120 5 terms term NOUN eblip-24802 120 6 for for ADP eblip-24802 120 7 lags lag NOUN eblip-24802 120 8 1 1 NUM eblip-24802 120 9 and and CCONJ eblip-24802 120 10 12 12 NUM eblip-24802 120 11 . . PUNCT eblip-24802 121 1 again again ADV eblip-24802 121 2 , , PUNCT eblip-24802 121 3 this this DET eblip-24802 121 4 model model NOUN eblip-24802 121 5 was be AUX eblip-24802 121 6 compared compare VERB eblip-24802 121 7 to to ADP eblip-24802 121 8 a a DET eblip-24802 121 9 model model NOUN eblip-24802 121 10 containing contain VERB eblip-24802 121 11 an an DET eblip-24802 121 12 indicator indicator NOUN eblip-24802 121 13 variable variable NOUN eblip-24802 121 14 for for ADP eblip-24802 121 15 fall fall NOUN eblip-24802 121 16 and and CCONJ eblip-24802 121 17 spring spring NOUN eblip-24802 121 18 semesters semester NOUN eblip-24802 121 19 , , PUNCT eblip-24802 121 20 rather rather ADV eblip-24802 121 21 than than ADP eblip-24802 121 22 enrollment enrollment NOUN eblip-24802 121 23 variables variable NOUN eblip-24802 121 24 . . PUNCT eblip-24802 121 25     SPACE eblip-24802 122 1 results result VERB eblip-24802 122 2     SPACE eblip-24802 122 3 effect effect NOUN eblip-24802 122 4 sizes size NOUN eblip-24802 122 5     SPACE eblip-24802 122 6 in in ADP eblip-24802 122 7 time time NOUN eblip-24802 122 8 series series NOUN eblip-24802 122 9 models model NOUN eblip-24802 122 10 , , PUNCT eblip-24802 122 11 most most ADJ eblip-24802 122 12 of of ADP eblip-24802 122 13 the the DET eblip-24802 122 14 month month NOUN eblip-24802 122 15 - - PUNCT eblip-24802 122 16 to to ADP eblip-24802 122 17 - - PUNCT eblip-24802 122 18 month month NOUN eblip-24802 122 19 variation variation NOUN eblip-24802 122 20 is be AUX eblip-24802 122 21 explained explain VERB eblip-24802 122 22 by by ADP eblip-24802 122 23 past past ADJ eblip-24802 122 24 history history NOUN eblip-24802 122 25 ( ( PUNCT eblip-24802 122 26 top top NOUN eblip-24802 122 27 row row NOUN eblip-24802 122 28 of of ADP eblip-24802 122 29 figure figure NOUN eblip-24802 122 30 6 6 NUM eblip-24802 122 31 ) ) PUNCT eblip-24802 122 32 . . PUNCT eblip-24802 123 1 pierce pierce PROPN eblip-24802 123 2 ( ( PUNCT eblip-24802 123 3 1979 1979 NUM eblip-24802 123 4 ) ) PUNCT eblip-24802 123 5 developed develop VERB eblip-24802 123 6 a a DET eblip-24802 123 7 regression regression NOUN eblip-24802 123 8 r2 r2 NOUN eblip-24802 123 9 that that PRON eblip-24802 123 10 measures measure VERB eblip-24802 123 11 how how SCONJ eblip-24802 123 12 much much ADJ eblip-24802 123 13 of of ADP eblip-24802 123 14 the the DET eblip-24802 123 15 remainder remainder NOUN eblip-24802 123 16 of of ADP eblip-24802 123 17 the the DET eblip-24802 123 18 variation variation NOUN eblip-24802 123 19 ( ( PUNCT eblip-24802 123 20 the the DET eblip-24802 123 21 innovation innovation NOUN eblip-24802 123 22 variance variance NOUN eblip-24802 123 23 ) ) PUNCT eblip-24802 123 24 is be AUX eblip-24802 123 25 explained explain VERB eblip-24802 123 26 by by ADP eblip-24802 123 27 the the DET eblip-24802 123 28 independent independent ADJ eblip-24802 123 29 variables variable NOUN eblip-24802 123 30 . . PUNCT eblip-24802 124 1 the the DET eblip-24802 124 2 weekdays weekday NOUN eblip-24802 124 3 adjustment adjustment NOUN eblip-24802 124 4 is be AUX eblip-24802 124 5 excluded exclude VERB eblip-24802 124 6 from from ADP eblip-24802 124 7 the the DET eblip-24802 124 8 regression regression NOUN eblip-24802 124 9 r2 r2 NOUN eblip-24802 124 10 in in ADP eblip-24802 124 11 this this DET eblip-24802 124 12 analysis analysis NOUN eblip-24802 124 13 . . PUNCT eblip-24802 124 14     SPACE eblip-24802 125 1 the the DET eblip-24802 125 2 graduate graduate NOUN eblip-24802 125 3 / / SYM eblip-24802 125 4 undergraduate undergraduate NOUN eblip-24802 125 5 ratio ratio NOUN eblip-24802 125 6 explains explain VERB eblip-24802 125 7 23 23 NUM eblip-24802 125 8 % % NOUN eblip-24802 125 9 of of ADP eblip-24802 125 10 the the DET eblip-24802 125 11 innovation innovation NOUN eblip-24802 125 12 variance variance NOUN eblip-24802 125 13 ( ( PUNCT eblip-24802 125 14 the the DET eblip-24802 125 15 variance variance NOUN eblip-24802 125 16 that that PRON eblip-24802 125 17 is be AUX eblip-24802 125 18 not not PART eblip-24802 125 19 explained explain VERB eblip-24802 125 20 by by ADP eblip-24802 125 21 past past ADJ eblip-24802 125 22 history history NOUN eblip-24802 125 23 and and CCONJ eblip-24802 125 24 the the DET eblip-24802 125 25 weekdays weekday NOUN eblip-24802 125 26 adjustment adjustment NOUN eblip-24802 125 27 ) ) PUNCT eblip-24802 125 28 . . PUNCT eblip-24802 126 1 the the DET eblip-24802 126 2 adjusted adjust VERB eblip-24802 126 3 mean mean ADJ eblip-24802 126 4 estimate estimate NOUN eblip-24802 126 5 is be AUX eblip-24802 126 6     SPACE eblip-24802 126 7 -0.17 -0.17 NOUN eblip-24802 126 8 . . PUNCT eblip-24802 127 1 the the DET eblip-24802 127 2 carver carver NOUN eblip-24802 127 3 visits visit NOUN eblip-24802 127 4 explain explain VERB eblip-24802 127 5 34 34 NUM eblip-24802 127 6 % % NOUN eblip-24802 127 7 of of ADP eblip-24802 127 8 the the DET eblip-24802 127 9 innovation innovation NOUN eblip-24802 127 10 variance variance NOUN eblip-24802 127 11 , , PUNCT eblip-24802 127 12 with with ADP eblip-24802 127 13 adjusted adjusted ADJ eblip-24802 127 14 mean mean NOUN eblip-24802 127 15 of of ADP eblip-24802 127 16 -0.19 -0.19 NOUN eblip-24802 127 17 . . PUNCT eblip-24802 128 1 both both DET eblip-24802 128 2 variables variable NOUN eblip-24802 128 3 together together ADV eblip-24802 128 4 explain explain VERB eblip-24802 128 5 58 58 NUM eblip-24802 128 6 % % NOUN eblip-24802 128 7 of of ADP eblip-24802 128 8 the the DET eblip-24802 128 9 innovation innovation NOUN eblip-24802 128 10 variance variance NOUN eblip-24802 128 11 ( ( PUNCT eblip-24802 128 12 figure figure NOUN eblip-24802 128 13 6 6 NUM eblip-24802 128 14 ) ) PUNCT eblip-24802 128 15 . . PUNCT eblip-24802 128 16     SPACE eblip-24802 129 1 the the DET eblip-24802 129 2 adjusted adjust VERB eblip-24802 129 3 mean mean NOUN eblip-24802 129 4 with with ADP eblip-24802 129 5 both both DET eblip-24802 129 6 variables variable NOUN eblip-24802 129 7 is be AUX eblip-24802 129 8 -0.14 -0.14 PRON eblip-24802 129 9 , , PUNCT eblip-24802 129 10 with with ADP eblip-24802 129 11 a a DET eblip-24802 129 12 95 95 NUM eblip-24802 129 13 % % NOUN eblip-24802 129 14 confidence confidence NOUN eblip-24802 129 15 interval interval NOUN eblip-24802 129 16 of of ADP eblip-24802 129 17 -0.24 -0.24 NOUN eblip-24802 129 18 to to ADP eblip-24802 129 19 -0.03 -0.03 NUM eblip-24802 129 20 , , PUNCT eblip-24802 129 21 compared compare VERB eblip-24802 129 22 to to ADP eblip-24802 129 23 the the DET eblip-24802 129 24 raw raw ADJ eblip-24802 129 25 mean mean NOUN eblip-24802 129 26 of of ADP eblip-24802 129 27 -0.23 -0.23 PROPN eblip-24802 129 28 . . PUNCT eblip-24802 130 1 the the DET eblip-24802 130 2 magnitude magnitude NOUN eblip-24802 130 3 of of ADP eblip-24802 130 4 the the DET eblip-24802 130 5 adjusted adjust VERB eblip-24802 130 6 mean mean NOUN eblip-24802 130 7 decrease decrease NOUN eblip-24802 130 8 is be AUX eblip-24802 130 9 61 61 NUM eblip-24802 130 10 % % NOUN eblip-24802 130 11 of of ADP eblip-24802 130 12 the the DET eblip-24802 130 13 magnitude magnitude NOUN eblip-24802 130 14 of of ADP eblip-24802 130 15 the the DET eblip-24802 130 16 raw raw ADJ eblip-24802 130 17 decrease decrease NOUN eblip-24802 130 18 . . PUNCT eblip-24802 130 19     SPACE eblip-24802 131 1 the the DET eblip-24802 131 2 alternate alternate ADJ eblip-24802 131 3 model model NOUN eblip-24802 131 4 with with ADP eblip-24802 131 5 the the DET eblip-24802 131 6 averaged average VERB eblip-24802 131 7 fall fall NOUN eblip-24802 131 8 / / SYM eblip-24802 131 9 spring spring NOUN eblip-24802 131 10 semester semester NOUN eblip-24802 131 11 indicator indicator NOUN eblip-24802 131 12 variable variable NOUN eblip-24802 131 13 fit fit VERB eblip-24802 131 14 slightly slightly ADV eblip-24802 131 15 worse bad ADJ eblip-24802 131 16 than than ADP eblip-24802 131 17 the the DET eblip-24802 131 18 final final ADJ eblip-24802 131 19 model model NOUN eblip-24802 131 20 , , PUNCT eblip-24802 131 21 with with ADP eblip-24802 131 22 an an DET eblip-24802 131 23 aic aic PROPN eblip-24802 131 24 of of ADP eblip-24802 131 25 -37 -37 PROPN eblip-24802 131 26 , , PUNCT eblip-24802 131 27 compared compare VERB eblip-24802 131 28 to to ADP eblip-24802 131 29 -42 -42 NUM eblip-24802 131 30 , , PUNCT eblip-24802 131 31 and and CCONJ eblip-24802 131 32 a a DET eblip-24802 131 33 regression regression NOUN eblip-24802 131 34 r2 r2 NOUN eblip-24802 131 35 of of ADP eblip-24802 131 36 55 55 NUM eblip-24802 131 37 % % NOUN eblip-24802 131 38 . . PUNCT eblip-24802 131 39     SPACE eblip-24802 132 1 redesign redesign NOUN eblip-24802 132 2 effect effect NOUN eblip-24802 132 3     SPACE eblip-24802 132 4 after after ADP eblip-24802 132 5 a a DET eblip-24802 132 6 website website NOUN eblip-24802 132 7 redesign redesign NOUN eblip-24802 132 8 in in ADP eblip-24802 132 9 august august PROPN eblip-24802 132 10 2010 2010 NUM eblip-24802 132 11 , , PUNCT eblip-24802 132 12 there there PRON eblip-24802 132 13 appears appear VERB eblip-24802 132 14 to to PART eblip-24802 132 15 be be AUX eblip-24802 132 16 a a DET eblip-24802 132 17 drop drop NOUN eblip-24802 132 18 in in ADP eblip-24802 132 19 both both DET eblip-24802 132 20 visits visit NOUN eblip-24802 132 21 and and CCONJ eblip-24802 132 22 visits visit NOUN eblip-24802 132 23 per per ADP eblip-24802 132 24 headcount headcount PROPN eblip-24802 132 25 ( ( PUNCT eblip-24802 132 26 figures figure NOUN eblip-24802 132 27 2 2 NUM eblip-24802 132 28 and and CCONJ eblip-24802 132 29 3 3 NUM eblip-24802 132 30 ) ) PUNCT eblip-24802 132 31 . . PUNCT eblip-24802 133 1 fitting fit VERB eblip-24802 133 2 a a DET eblip-24802 133 3 model model NOUN eblip-24802 133 4 with with ADP eblip-24802 133 5 a a DET eblip-24802 133 6 dummy dummy ADJ eblip-24802 133 7 variable variable NOUN eblip-24802 133 8 set set VERB eblip-24802 133 9 to to ADP eblip-24802 133 10 0 0 NUM eblip-24802 133 11 before before ADP eblip-24802 133 12 that that DET eblip-24802 133 13 date date NOUN eblip-24802 133 14 and and CCONJ eblip-24802 133 15 1 1 NUM eblip-24802 133 16 afterwards afterwards ADV eblip-24802 133 17 , , PUNCT eblip-24802 133 18 there there PRON eblip-24802 133 19 is be VERB eblip-24802 133 20 an an DET eblip-24802 133 21 effect effect NOUN eblip-24802 133 22 of of ADP eblip-24802 133 23 -0.20 -0.20 X eblip-24802 133 24 ( ( PUNCT eblip-24802 133 25 p=0.07 p=0.07 NOUN eblip-24802 133 26 ) ) PUNCT eblip-24802 133 27 . . PUNCT eblip-24802 134 1 adding add VERB eblip-24802 134 2 first first ADJ eblip-24802 134 3 order order NOUN eblip-24802 134 4 and and CCONJ eblip-24802 134 5 seasonal seasonal ADJ eblip-24802 134 6 autoregressive autoregressive ADJ eblip-24802 134 7 terms term NOUN eblip-24802 134 8 reduces reduce VERB eblip-24802 134 9 the the DET eblip-24802 134 10 effect effect NOUN eblip-24802 134 11 to to ADP eblip-24802 134 12 a a DET eblip-24802 134 13 nonsignificant nonsignificant ADJ eblip-24802 134 14 -0.07 -0.07 INTJ eblip-24802 134 15 ( ( PUNCT eblip-24802 134 16 p=0.68 p=0.68 NOUN eblip-24802 134 17 ) ) PUNCT eblip-24802 134 18 . . PUNCT eblip-24802 135 1 including include VERB eblip-24802 135 2 the the DET eblip-24802 135 3 other other ADJ eblip-24802 135 4 variables variable NOUN eblip-24802 135 5 ( ( PUNCT eblip-24802 135 6 graduate graduate NOUN eblip-24802 135 7 / / SYM eblip-24802 135 8 undergraduate undergraduate NOUN eblip-24802 135 9 ratio ratio NOUN eblip-24802 135 10 , , PUNCT eblip-24802 135 11 george george PROPN eblip-24802 135 12 washington washington PROPN eblip-24802 135 13 carver carver PROPN eblip-24802 135 14 visits visit NOUN eblip-24802 135 15 and and CCONJ eblip-24802 135 16 weekdays weekday NOUN eblip-24802 135 17 ) ) PUNCT eblip-24802 135 18 changes change VERB eblip-24802 135 19 the the DET eblip-24802 135 20 effect effect NOUN eblip-24802 135 21 to to ADP eblip-24802 135 22 0.04 0.04 NUM eblip-24802 135 23 ( ( PUNCT eblip-24802 135 24 p=0.77 p=0.77 ADJ eblip-24802 135 25 ) ) PUNCT eblip-24802 135 26 . . PUNCT eblip-24802 135 27     SPACE eblip-24802 136 1 rolling roll VERB eblip-24802 136 2 windows window NOUN eblip-24802 136 3 estimates estimate NOUN eblip-24802 136 4 of of ADP eblip-24802 136 5 visits visit NOUN eblip-24802 136 6 per per ADP eblip-24802 136 7 headcount headcount NOUN eblip-24802 136 8 adjusted adjust VERB eblip-24802 136 9 mean mean NOUN eblip-24802 136 10 change change NOUN eblip-24802 136 11     SPACE eblip-24802 136 12 for for ADP eblip-24802 136 13 the the DET eblip-24802 136 14 period period NOUN eblip-24802 136 15 ending end VERB eblip-24802 136 16 in in ADP eblip-24802 136 17 2012 2012 NUM eblip-24802 136 18 , , PUNCT eblip-24802 136 19 the the DET eblip-24802 136 20 adjusted adjust VERB eblip-24802 136 21 mean mean NOUN eblip-24802 136 22 change change NOUN eblip-24802 136 23 is be AUX eblip-24802 136 24 -0.14 -0.14 PRON eblip-24802 136 25 , , PUNCT eblip-24802 136 26 for for ADP eblip-24802 136 27 the the DET eblip-24802 136 28 period period NOUN eblip-24802 136 29 ending end VERB eblip-24802 136 30 in in ADP eblip-24802 136 31 2013 2013 NUM eblip-24802 136 32 , , PUNCT eblip-24802 136 33 the the DET eblip-24802 136 34 adjusted adjust VERB eblip-24802 136 35 mean mean NOUN eblip-24802 136 36 change change NOUN eblip-24802 136 37 is be AUX eblip-24802 136 38 -0.10 -0.10 NUM eblip-24802 136 39 , , PUNCT eblip-24802 136 40 and and CCONJ eblip-24802 136 41 for for ADP eblip-24802 136 42 2014 2014 NUM eblip-24802 136 43 , , PUNCT eblip-24802 136 44 -0.16 -0.16 PRON eblip-24802 136 45 ( ( PUNCT eblip-24802 136 46 figure figure NOUN eblip-24802 136 47 7 7 NUM eblip-24802 136 48 . . PUNCT eblip-24802 136 49 ) ) PUNCT eblip-24802 136 50     SPACE eblip-24802 137 1 the the DET eblip-24802 137 2 relative relative ADJ eblip-24802 137 3 importance importance NOUN eblip-24802 137 4 of of ADP eblip-24802 137 5 the the DET eblip-24802 137 6 two two NUM eblip-24802 137 7 independent independent ADJ eblip-24802 137 8 variables variable NOUN eblip-24802 137 9 changes change NOUN eblip-24802 137 10 over over ADP eblip-24802 137 11 time time NOUN eblip-24802 137 12 , , PUNCT eblip-24802 137 13 with with ADP eblip-24802 137 14 the the DET eblip-24802 137 15 graduate graduate NOUN eblip-24802 137 16 / / SYM eblip-24802 137 17 undergraduate undergraduate NOUN eblip-24802 137 18 ratio ratio NOUN eblip-24802 137 19 becoming become VERB eblip-24802 137 20 more more ADV eblip-24802 137 21 important important ADJ eblip-24802 137 22 and and CCONJ eblip-24802 137 23 the the DET eblip-24802 137 24 carver carver NOUN eblip-24802 137 25 pages page NOUN eblip-24802 137 26 visits visit NOUN eblip-24802 137 27 becoming become VERB eblip-24802 137 28 less less ADV eblip-24802 137 29 important important ADJ eblip-24802 137 30 , , PUNCT eblip-24802 137 31 shown show VERB eblip-24802 137 32 by by ADP eblip-24802 137 33 the the DET eblip-24802 137 34 regression regression NOUN eblip-24802 137 35 r2 r2 NOUN eblip-24802 137 36 . . PUNCT eblip-24802 138 1 the the DET eblip-24802 138 2 regression regression NOUN eblip-24802 138 3 r2 r2 PROPN eblip-24802 138 4 for for ADP eblip-24802 138 5 the the DET eblip-24802 138 6 complete complete ADJ eblip-24802 138 7 model model NOUN eblip-24802 138 8 increases increase NOUN eblip-24802 138 9 over over ADP eblip-24802 138 10 time time NOUN eblip-24802 138 11 , , PUNCT eblip-24802 138 12 from from ADP eblip-24802 138 13 42 42 NUM eblip-24802 138 14 % % NOUN eblip-24802 138 15 in in ADP eblip-24802 138 16 the the DET eblip-24802 138 17 period period NOUN eblip-24802 138 18 ending end VERB eblip-24802 138 19 in in ADP eblip-24802 138 20 2012 2012 NUM eblip-24802 138 21 to to ADP eblip-24802 138 22 59 59 NUM eblip-24802 138 23 % % NOUN eblip-24802 138 24 in in ADP eblip-24802 138 25 the the DET eblip-24802 138 26 period period NOUN eblip-24802 138 27 ending end VERB eblip-24802 138 28 in in ADP eblip-24802 138 29 2014 2014 NUM eblip-24802 138 30 ( ( PUNCT eblip-24802 138 31 figure figure NOUN eblip-24802 138 32 8) 8) NUM eblip-24802 138 33 . . PUNCT eblip-24802 138 34     SPACE eblip-24802 138 35 the the DET eblip-24802 138 36 left left ADJ eblip-24802 138 37 panel panel NOUN eblip-24802 138 38 of of ADP eblip-24802 138 39 figure figure NOUN eblip-24802 138 40 8 8 NUM eblip-24802 138 41 shows show VERB eblip-24802 138 42 the the DET eblip-24802 138 43 observed observed ADJ eblip-24802 138 44 values value NOUN eblip-24802 138 45 and and CCONJ eblip-24802 138 46 model model NOUN eblip-24802 138 47 fitted fit VERB eblip-24802 138 48 for for ADP eblip-24802 138 49 each each DET eblip-24802 138 50 window window NOUN eblip-24802 138 51 , , PUNCT eblip-24802 138 52 while while SCONJ eblip-24802 138 53 the the DET eblip-24802 138 54 right right ADJ eblip-24802 138 55 panel panel NOUN eblip-24802 138 56 shows show VERB eblip-24802 138 57 the the DET eblip-24802 138 58 estimates estimate NOUN eblip-24802 138 59 of of ADP eblip-24802 138 60 the the DET eblip-24802 138 61 regression regression NOUN eblip-24802 138 62 coefficients coefficient NOUN eblip-24802 138 63 . . PUNCT eblip-24802 139 1 the the DET eblip-24802 139 2 bottom bottom ADJ eblip-24802 139 3 panel panel NOUN eblip-24802 139 4 shows show VERB eblip-24802 139 5 the the DET eblip-24802 139 6 regression regression NOUN eblip-24802 139 7 r2 r2 NOUN eblip-24802 139 8 for for ADP eblip-24802 139 9 the the DET eblip-24802 139 10 rolling rolling ADJ eblip-24802 139 11 windows window NOUN eblip-24802 139 12 for for ADP eblip-24802 139 13 the the DET eblip-24802 139 14 model model NOUN eblip-24802 139 15 containing contain VERB eblip-24802 139 16 both both PRON eblip-24802 139 17 of of ADP eblip-24802 139 18 the the DET eblip-24802 139 19 variables variable NOUN eblip-24802 139 20 of of ADP eblip-24802 139 21 interest interest NOUN eblip-24802 139 22 and and CCONJ eblip-24802 139 23 for for ADP eblip-24802 139 24 models model NOUN eblip-24802 139 25 containing contain VERB eblip-24802 139 26 one one NUM eblip-24802 139 27 of of ADP eblip-24802 139 28 the the DET eblip-24802 139 29 variables variable NOUN eblip-24802 139 30 of of ADP eblip-24802 139 31 interest interest NOUN eblip-24802 139 32 . . PUNCT eblip-24802 140 1 regression regression NOUN eblip-24802 140 2 r2 r2 PROPN eblip-24802 140 3 is be AUX eblip-24802 140 4 the the DET eblip-24802 140 5 percent percent NOUN eblip-24802 140 6 of of ADP eblip-24802 140 7 innovation innovation NOUN eblip-24802 140 8 variance variance NOUN eblip-24802 140 9 ( ( PUNCT eblip-24802 140 10 variance variance NOUN eblip-24802 140 11 not not PART eblip-24802 140 12 explained explain VERB eblip-24802 140 13 by by ADP eblip-24802 140 14 past past ADJ eblip-24802 140 15 history history NOUN eblip-24802 140 16 ) ) PUNCT eblip-24802 140 17 . . PUNCT eblip-24802 140 18         SPACE eblip-24802 141 1 figure figure VERB eblip-24802 141 2 6 6 NUM eblip-24802 141 3 comparison comparison NOUN eblip-24802 141 4 of of ADP eblip-24802 141 5 effect effect NOUN eblip-24802 141 6 size size NOUN eblip-24802 141 7 , , PUNCT eblip-24802 141 8 using use VERB eblip-24802 141 9 adjusted adjust VERB eblip-24802 141 10 mean mean NOUN eblip-24802 141 11 , , PUNCT eblip-24802 141 12 aic aic PROPN eblip-24802 141 13 , , PUNCT eblip-24802 141 14 and and CCONJ eblip-24802 141 15 regression regression NOUN eblip-24802 141 16 r2 r2 PROPN eblip-24802 141 17 : : PUNCT eblip-24802 141 18 the the DET eblip-24802 141 19 first first ADJ eblip-24802 141 20 two two NUM eblip-24802 141 21 rows row NOUN eblip-24802 141 22 show show VERB eblip-24802 141 23 results result NOUN eblip-24802 141 24 from from ADP eblip-24802 141 25 baseline baseline NOUN eblip-24802 141 26 models model NOUN eblip-24802 141 27 ( ( PUNCT eblip-24802 141 28 autoregressive autoregressive ADJ eblip-24802 141 29 terms term NOUN eblip-24802 141 30 only only ADV eblip-24802 141 31 and and CCONJ eblip-24802 141 32 autoregressive autoregressive ADJ eblip-24802 141 33 adjusted adjust VERB eblip-24802 141 34 for for ADP eblip-24802 141 35 weekdays weekday NOUN eblip-24802 141 36 ) ) PUNCT eblip-24802 141 37 . . PUNCT eblip-24802 142 1 the the DET eblip-24802 142 2 third third ADJ eblip-24802 142 3 row row NOUN eblip-24802 142 4 includes include VERB eblip-24802 142 5 the the DET eblip-24802 142 6 graduate graduate NOUN eblip-24802 142 7 / / SYM eblip-24802 142 8 undergraduate undergraduate NOUN eblip-24802 142 9 ratio ratio NOUN eblip-24802 142 10 , , PUNCT eblip-24802 142 11 with with ADP eblip-24802 142 12 a a DET eblip-24802 142 13 regression regression NOUN eblip-24802 142 14 r2 r2 NOUN eblip-24802 142 15 of of ADP eblip-24802 142 16 23 23 NUM eblip-24802 142 17 % % NOUN eblip-24802 142 18 ; ; PUNCT eblip-24802 142 19 the the DET eblip-24802 142 20 fourth fourth ADJ eblip-24802 142 21 row row NOUN eblip-24802 142 22 includes include VERB eblip-24802 142 23 the the DET eblip-24802 142 24 carver carver NOUN eblip-24802 142 25 visits visit NOUN eblip-24802 142 26 ( ( PUNCT eblip-24802 142 27 but but CCONJ eblip-24802 142 28 not not PART eblip-24802 142 29 the the DET eblip-24802 142 30 ratio ratio NOUN eblip-24802 142 31 ) ) PUNCT eblip-24802 142 32 , , PUNCT eblip-24802 142 33 with with ADP eblip-24802 142 34 a a DET eblip-24802 142 35 regression regression NOUN eblip-24802 142 36 r2 r2 NOUN eblip-24802 142 37 of of ADP eblip-24802 142 38 34 34 NUM eblip-24802 142 39 % % NOUN eblip-24802 142 40 ; ; PUNCT eblip-24802 142 41 the the DET eblip-24802 142 42 last last ADJ eblip-24802 142 43 row row NOUN eblip-24802 142 44 includes include VERB eblip-24802 142 45 both both DET eblip-24802 142 46 independent independent ADJ eblip-24802 142 47 variables variable NOUN eblip-24802 142 48 , , PUNCT eblip-24802 142 49 with with ADP eblip-24802 142 50 a a DET eblip-24802 142 51 regression regression NOUN eblip-24802 142 52 r2 r2 NOUN eblip-24802 142 53 of of ADP eblip-24802 142 54 58 58 NUM eblip-24802 142 55 % % NOUN eblip-24802 142 56 . . PUNCT eblip-24802 143 1 in in ADP eblip-24802 143 2 other other ADJ eblip-24802 143 3 words word NOUN eblip-24802 143 4 , , PUNCT eblip-24802 143 5 including include VERB eblip-24802 143 6 both both CCONJ eblip-24802 143 7 the the DET eblip-24802 143 8 graduate graduate NOUN eblip-24802 143 9 / / SYM eblip-24802 143 10 undergraduate undergraduate NOUN eblip-24802 143 11 ratio ratio NOUN eblip-24802 143 12 and and CCONJ eblip-24802 143 13 the the DET eblip-24802 143 14 carver carver NOUN eblip-24802 143 15 visits visit NOUN eblip-24802 143 16 explains explain VERB eblip-24802 143 17 58 58 NUM eblip-24802 143 18 % % NOUN eblip-24802 143 19 of of ADP eblip-24802 143 20 the the DET eblip-24802 143 21 variance variance NOUN eblip-24802 143 22 in in ADP eblip-24802 143 23 website website NOUN eblip-24802 143 24 visits visit NOUN eblip-24802 143 25 per per ADP eblip-24802 143 26 headcount headcount NOUN eblip-24802 143 27 that that PRON eblip-24802 143 28 is be AUX eblip-24802 143 29 not not PART eblip-24802 143 30 explained explain VERB eblip-24802 143 31 by by ADP eblip-24802 143 32 past past ADJ eblip-24802 143 33 history history NOUN eblip-24802 143 34 of of ADP eblip-24802 143 35 the the DET eblip-24802 143 36 series series NOUN eblip-24802 143 37 and and CCONJ eblip-24802 143 38 a a DET eblip-24802 143 39 weekdays weekday NOUN eblip-24802 143 40 adjustment adjustment NOUN eblip-24802 143 41 . . PUNCT eblip-24802 143 42         SPACE eblip-24802 144 1 figure figure VERB eblip-24802 144 2 7 7 NUM eblip-24802 144 3 seasonal seasonal ADJ eblip-24802 144 4 differences difference NOUN eblip-24802 144 5 of of ADP eblip-24802 144 6 website website NOUN eblip-24802 144 7 visits visit NOUN eblip-24802 144 8 per per ADP eblip-24802 144 9 headcount headcount NOUN eblip-24802 144 10 , , PUNCT eblip-24802 144 11 compared compare VERB eblip-24802 144 12 to to ADP eblip-24802 144 13 unadjusted unadjuste VERB eblip-24802 144 14 3 3 NUM eblip-24802 144 15 - - PUNCT eblip-24802 144 16 year year NOUN eblip-24802 144 17 rolling rolling ADJ eblip-24802 144 18 averages average NOUN eblip-24802 144 19 , , PUNCT eblip-24802 144 20 and and CCONJ eblip-24802 144 21 rolling rolling ADJ eblip-24802 144 22 averages average NOUN eblip-24802 144 23 adjusted adjust VERB eblip-24802 144 24 for for ADP eblip-24802 144 25 graduate graduate NOUN eblip-24802 144 26 / / SYM eblip-24802 144 27 undergraduate undergraduate NOUN eblip-24802 144 28 enrollment enrollment NOUN eblip-24802 144 29 ratio ratio NOUN eblip-24802 144 30 and and CCONJ eblip-24802 144 31 visits visit NOUN eblip-24802 144 32 starting start VERB eblip-24802 144 33 on on ADP eblip-24802 144 34 george george PROPN eblip-24802 144 35 washington washington PROPN eblip-24802 144 36 carver carver PROPN eblip-24802 144 37 pages page NOUN eblip-24802 144 38 . . PUNCT eblip-24802 144 39         SPACE eblip-24802 145 1 estimate estimate NOUN eblip-24802 145 2 of of ADP eblip-24802 145 3 undergraduate undergraduate NOUN eblip-24802 145 4 and and CCONJ eblip-24802 145 5 graduate graduate NOUN eblip-24802 145 6 student student NOUN eblip-24802 145 7 marginal marginal ADJ eblip-24802 145 8 effects effect NOUN eblip-24802 145 9 on on ADP eblip-24802 145 10 library library ADJ eblip-24802 145 11 website website NOUN eblip-24802 145 12 visits visit VERB eblip-24802 145 13     SPACE eblip-24802 145 14 freshmen freshman NOUN eblip-24802 145 15 enrollment enrollment NOUN eblip-24802 145 16 and and CCONJ eblip-24802 145 17 other other ADJ eblip-24802 145 18 undergraduate undergraduate NOUN eblip-24802 145 19 enrollment enrollment NOUN eblip-24802 145 20 follow follow VERB eblip-24802 145 21 different different ADJ eblip-24802 145 22 patterns pattern NOUN eblip-24802 145 23 ( ( PUNCT eblip-24802 145 24 figure figure NOUN eblip-24802 145 25 9 9 NUM eblip-24802 145 26 ) ) PUNCT eblip-24802 145 27 . . PUNCT eblip-24802 146 1 freshmen freshman NOUN eblip-24802 146 2 have have VERB eblip-24802 146 3 a a DET eblip-24802 146 4 lower low ADJ eblip-24802 146 5 enrollment enrollment NOUN eblip-24802 146 6 during during ADP eblip-24802 146 7 the the DET eblip-24802 146 8 spring spring NOUN eblip-24802 146 9 , , PUNCT eblip-24802 146 10 in in ADP eblip-24802 146 11 contrast contrast NOUN eblip-24802 146 12 to to ADP eblip-24802 146 13 the the DET eblip-24802 146 14 other other ADJ eblip-24802 146 15 undergraduates undergraduate NOUN eblip-24802 146 16 . . PUNCT eblip-24802 147 1 graduate graduate NOUN eblip-24802 147 2 student student NOUN eblip-24802 147 3 enrollment enrollment NOUN eblip-24802 147 4 ( ( PUNCT eblip-24802 147 5 figure figure NOUN eblip-24802 147 6 4 4 NUM eblip-24802 147 7 ) ) PUNCT eblip-24802 147 8 exhibit exhibit VERB eblip-24802 147 9 less less ADJ eblip-24802 147 10 seasonal seasonal ADJ eblip-24802 147 11 change change NOUN eblip-24802 147 12 and and CCONJ eblip-24802 147 13 less less ADJ eblip-24802 147 14 trend trend NOUN eblip-24802 147 15 than than ADP eblip-24802 147 16 undergraduate undergraduate NOUN eblip-24802 147 17 enrollment enrollment NOUN eblip-24802 147 18 , , PUNCT eblip-24802 147 19 making make VERB eblip-24802 147 20 it it PRON eblip-24802 147 21 more more ADV eblip-24802 147 22 difficult difficult ADJ eblip-24802 147 23 to to PART eblip-24802 147 24 estimate estimate VERB eblip-24802 147 25 the the DET eblip-24802 147 26 effect effect NOUN eblip-24802 147 27 with with ADP eblip-24802 147 28 precision precision NOUN eblip-24802 147 29 . . PUNCT eblip-24802 148 1 faculty faculty NOUN eblip-24802 148 2 headcount headcount NOUN eblip-24802 148 3 is be AUX eblip-24802 148 4 flat flat ADJ eblip-24802 148 5 , , PUNCT eblip-24802 148 6 so so ADV eblip-24802 148 7 faculty faculty NOUN eblip-24802 148 8 effect effect NOUN eblip-24802 148 9 ca can AUX eblip-24802 148 10 n’t not PART eblip-24802 148 11 be be AUX eblip-24802 148 12 estimated estimate VERB eblip-24802 148 13 separately separately ADV eblip-24802 148 14 . . PUNCT eblip-24802 148 15     SPACE eblip-24802 149 1 website website NOUN eblip-24802 149 2 visits visit NOUN eblip-24802 149 3 from from ADP eblip-24802 149 4 faculty faculty NOUN eblip-24802 149 5 , , PUNCT eblip-24802 149 6 staff staff NOUN eblip-24802 149 7 , , PUNCT eblip-24802 149 8 and and CCONJ eblip-24802 149 9 all all DET eblip-24802 149 10 others other NOUN eblip-24802 149 11 are be AUX eblip-24802 149 12 included include VERB eblip-24802 149 13 in in ADP eblip-24802 149 14 the the DET eblip-24802 149 15 estimate estimate NOUN eblip-24802 149 16 of of ADP eblip-24802 149 17 1556 1556 NUM eblip-24802 149 18 visits visit NOUN eblip-24802 149 19 attributed attribute VERB eblip-24802 149 20 to to ADP eblip-24802 149 21 each each DET eblip-24802 149 22 additional additional ADJ eblip-24802 149 23 weekday weekday NOUN eblip-24802 149 24 . . PUNCT eblip-24802 150 1 visits visit NOUN eblip-24802 150 2 due due ADP eblip-24802 150 3 to to ADP eblip-24802 150 4 visits visit NOUN eblip-24802 150 5 starting start VERB eblip-24802 150 6 on on ADP eblip-24802 150 7 the the DET eblip-24802 150 8 carver carver NOUN eblip-24802 150 9 pages page NOUN eblip-24802 150 10 were be AUX eblip-24802 150 11 restricted restrict VERB eblip-24802 150 12 to to PART eblip-24802 150 13 be be AUX eblip-24802 150 14 1 1 NUM eblip-24802 150 15 . . PUNCT eblip-24802 151 1 each each DET eblip-24802 151 2 library library NOUN eblip-24802 151 3 closed close VERB eblip-24802 151 4 day day NOUN eblip-24802 151 5 had have VERB eblip-24802 151 6 an an DET eblip-24802 151 7 effect effect NOUN eblip-24802 151 8 of of ADP eblip-24802 151 9 -2369 -2369 PROPN eblip-24802 151 10 fewer few ADJ eblip-24802 151 11 visits visit NOUN eblip-24802 151 12 , , PUNCT eblip-24802 151 13 after after ADP eblip-24802 151 14 accounting account VERB eblip-24802 151 15 for for ADP eblip-24802 151 16 other other ADJ eblip-24802 151 17 factors factor NOUN eblip-24802 151 18 . . PUNCT eblip-24802 151 19     SPACE eblip-24802 152 1 an an DET eblip-24802 152 2 average average NOUN eblip-24802 152 3 of of ADP eblip-24802 152 4 5.4 5.4 NUM eblip-24802 152 5 visits visit NOUN eblip-24802 152 6 per per ADP eblip-24802 152 7 month month NOUN eblip-24802 152 8 is be AUX eblip-24802 152 9 attributed attribute VERB eblip-24802 152 10 to to ADP eblip-24802 152 11 each each DET eblip-24802 152 12 additional additional ADJ eblip-24802 152 13 graduate graduate NOUN eblip-24802 152 14 student student NOUN eblip-24802 152 15 , , PUNCT eblip-24802 152 16 after after SCONJ eblip-24802 152 17 all all DET eblip-24802 152 18 other other ADJ eblip-24802 152 19 variables variable NOUN eblip-24802 152 20 are be AUX eblip-24802 152 21 taken take VERB eblip-24802 152 22 into into ADP eblip-24802 152 23 account account NOUN eblip-24802 152 24 . . PUNCT eblip-24802 153 1 similarly similarly ADV eblip-24802 153 2 , , PUNCT eblip-24802 153 3 2.0 2.0 NUM eblip-24802 153 4 visits visit NOUN eblip-24802 153 5 per per ADP eblip-24802 153 6 month month NOUN eblip-24802 153 7 are be AUX eblip-24802 153 8 attributed attribute VERB eblip-24802 153 9 to to ADP eblip-24802 153 10 freshmen freshman NOUN eblip-24802 153 11 , , PUNCT eblip-24802 153 12 and and CCONJ eblip-24802 153 13 2.5 2.5 NUM eblip-24802 153 14 visits visit NOUN eblip-24802 153 15 per per ADP eblip-24802 153 16 month month NOUN eblip-24802 153 17 are be AUX eblip-24802 153 18 attributed attribute VERB eblip-24802 153 19 to to ADP eblip-24802 153 20 other other ADJ eblip-24802 153 21 undergraduates undergraduate NOUN eblip-24802 153 22 . . PUNCT eblip-24802 154 1 the the DET eblip-24802 154 2 95 95 NUM eblip-24802 154 3 % % NOUN eblip-24802 154 4 confidence confidence NOUN eblip-24802 154 5 intervals interval NOUN eblip-24802 154 6 are be AUX eblip-24802 154 7 quite quite ADV eblip-24802 154 8 large large ADJ eblip-24802 154 9 and and CCONJ eblip-24802 154 10 overlapping overlap VERB eblip-24802 154 11 ( ( PUNCT eblip-24802 154 12 figure figure NOUN eblip-24802 154 13 10 10 NUM eblip-24802 154 14 ) ) PUNCT eblip-24802 154 15 . . PUNCT eblip-24802 154 16     SPACE eblip-24802 155 1 this this DET eblip-24802 155 2 model model NOUN eblip-24802 155 3 had have VERB eblip-24802 155 4 a a DET eblip-24802 155 5 lower low ADJ eblip-24802 155 6 aic aic PROPN eblip-24802 155 7 of of ADP eblip-24802 155 8 1520 1520 NUM eblip-24802 155 9 compared compare VERB eblip-24802 155 10 to to ADP eblip-24802 155 11 1553 1553 NUM eblip-24802 155 12 for for ADP eblip-24802 155 13 a a DET eblip-24802 155 14 model model NOUN eblip-24802 155 15 containing contain VERB eblip-24802 155 16 an an DET eblip-24802 155 17 indicator indicator NOUN eblip-24802 155 18 variable variable NOUN eblip-24802 155 19 for for ADP eblip-24802 155 20 fall fall NOUN eblip-24802 155 21 and and CCONJ eblip-24802 155 22 spring spring NOUN eblip-24802 155 23 semesters semester NOUN eblip-24802 155 24 instead instead ADV eblip-24802 155 25 of of ADP eblip-24802 155 26 enrollment enrollment NOUN eblip-24802 155 27 variables variable NOUN eblip-24802 155 28 , , PUNCT eblip-24802 155 29 indicating indicate VERB eblip-24802 155 30 a a DET eblip-24802 155 31 better well ADJ eblip-24802 155 32 fit fit NOUN eblip-24802 155 33 . . PUNCT eblip-24802 155 34     SPACE eblip-24802 155 35 in in ADP eblip-24802 155 36 the the DET eblip-24802 155 37 rolling rolling ADJ eblip-24802 155 38 windows window NOUN eblip-24802 155 39 analysis analysis NOUN eblip-24802 155 40 , , PUNCT eblip-24802 155 41 the the DET eblip-24802 155 42 variation variation NOUN eblip-24802 155 43 in in ADP eblip-24802 155 44 the the DET eblip-24802 155 45 marginal marginal ADJ eblip-24802 155 46 visits visit NOUN eblip-24802 155 47 attributed attribute VERB eblip-24802 155 48 to to ADP eblip-24802 155 49 weekdays weekday NOUN eblip-24802 155 50 minus minus CCONJ eblip-24802 155 51 holidays holiday NOUN eblip-24802 155 52 varies vary VERB eblip-24802 155 53 widely widely ADV eblip-24802 155 54 , , PUNCT eblip-24802 155 55 from from ADP eblip-24802 155 56 1015 1015 NUM eblip-24802 155 57 in in ADP eblip-24802 155 58 the the DET eblip-24802 155 59 first first ADJ eblip-24802 155 60 rolling rolling ADJ eblip-24802 155 61 window window NOUN eblip-24802 155 62 ending end VERB eblip-24802 155 63 in in ADP eblip-24802 155 64 august august PROPN eblip-24802 155 65 2012 2012 NUM eblip-24802 155 66 , , PUNCT eblip-24802 155 67 to to ADP eblip-24802 155 68 1723 1723 NUM eblip-24802 155 69 and and CCONJ eblip-24802 155 70 1571 1571 NUM eblip-24802 155 71 in in ADP eblip-24802 155 72 the the DET eblip-24802 155 73 next next ADJ eblip-24802 155 74 two two NUM eblip-24802 155 75 . . PUNCT eblip-24802 156 1 the the DET eblip-24802 156 2 decrease decrease NOUN eblip-24802 156 3 attributed attribute VERB eblip-24802 156 4 to to ADP eblip-24802 156 5 closed closed ADJ eblip-24802 156 6 days day NOUN eblip-24802 156 7 ranges range VERB eblip-24802 156 8 from from ADP eblip-24802 156 9 -1836 -1836 NOUN eblip-24802 156 10 in in ADP eblip-24802 156 11 the the DET eblip-24802 156 12 first first ADJ eblip-24802 156 13 period period NOUN eblip-24802 156 14 to to ADP eblip-24802 156 15 -2444 -2444 NOUN eblip-24802 156 16 in in ADP eblip-24802 156 17 the the DET eblip-24802 156 18 third third ADJ eblip-24802 156 19 period period NOUN eblip-24802 156 20 . . PUNCT eblip-24802 156 21     SPACE eblip-24802 157 1 while while SCONJ eblip-24802 157 2 the the DET eblip-24802 157 3 point point NOUN eblip-24802 157 4 estimates estimate VERB eblip-24802 157 5 for for ADP eblip-24802 157 6 graduate graduate NOUN eblip-24802 157 7 students student NOUN eblip-24802 157 8 show show VERB eblip-24802 157 9 an an DET eblip-24802 157 10 increase increase NOUN eblip-24802 157 11 from from ADP eblip-24802 157 12 3.8 3.8 NUM eblip-24802 157 13 to to ADP eblip-24802 157 14 5.4 5.4 NUM eblip-24802 157 15 , , PUNCT eblip-24802 157 16 the the DET eblip-24802 157 17 broad broad ADJ eblip-24802 157 18 and and CCONJ eblip-24802 157 19 nearly nearly ADV eblip-24802 157 20 completely completely ADV eblip-24802 157 21 overlapping overlap VERB eblip-24802 157 22 confidence confidence NOUN eblip-24802 157 23 intervals interval NOUN eblip-24802 157 24 make make VERB eblip-24802 157 25 it it PRON eblip-24802 157 26 difficult difficult ADJ eblip-24802 157 27 to to PART eblip-24802 157 28 say say VERB eblip-24802 157 29 whether whether SCONJ eblip-24802 157 30 there there PRON eblip-24802 157 31 was be VERB eblip-24802 157 32 actually actually ADV eblip-24802 157 33 an an DET eblip-24802 157 34 increase increase NOUN eblip-24802 157 35 . . PUNCT eblip-24802 158 1 the the DET eblip-24802 158 2 same same ADJ eblip-24802 158 3 is be AUX eblip-24802 158 4 true true ADJ eblip-24802 158 5 for for ADP eblip-24802 158 6 the the DET eblip-24802 158 7 increase increase NOUN eblip-24802 158 8 for for ADP eblip-24802 158 9 freshmen freshman NOUN eblip-24802 158 10 and and CCONJ eblip-24802 158 11 the the DET eblip-24802 158 12 decrease decrease NOUN eblip-24802 158 13 for for ADP eblip-24802 158 14 other other ADJ eblip-24802 158 15 undergraduates undergraduate NOUN eblip-24802 158 16 , , PUNCT eblip-24802 158 17 although although SCONJ eblip-24802 158 18 the the DET eblip-24802 158 19 confidence confidence NOUN eblip-24802 158 20 intervals interval NOUN eblip-24802 158 21 for for ADP eblip-24802 158 22 the the DET eblip-24802 158 23 other other ADJ eblip-24802 158 24 undergraduates undergraduate NOUN eblip-24802 158 25 are be AUX eblip-24802 158 26 much much ADV eblip-24802 158 27 narrower narrow ADJ eblip-24802 158 28 ( ( PUNCT eblip-24802 158 29 figure figure NOUN eblip-24802 158 30 11 11 NUM eblip-24802 158 31 ) ) PUNCT eblip-24802 158 32 . . PUNCT eblip-24802 158 33         SPACE eblip-24802 159 1 figure figure VERB eblip-24802 159 2 8 8 NUM eblip-24802 159 3 rolling rolling ADJ eblip-24802 159 4 windows window NOUN eblip-24802 159 5 analysis analysis NOUN eblip-24802 159 6 using use VERB eblip-24802 159 7 three three NUM eblip-24802 159 8 years year NOUN eblip-24802 159 9 of of ADP eblip-24802 159 10 seasonal seasonal ADJ eblip-24802 159 11 differences difference NOUN eblip-24802 159 12 for for ADP eblip-24802 159 13 each each DET eblip-24802 159 14 window window NOUN eblip-24802 159 15 . . PUNCT eblip-24802 159 16         SPACE eblip-24802 160 1 the the DET eblip-24802 160 2 decline decline NOUN eblip-24802 160 3 in in ADP eblip-24802 160 4 library library ADJ eblip-24802 160 5 website website NOUN eblip-24802 160 6 usage usage NOUN eblip-24802 160 7 over over ADP eblip-24802 160 8 this this DET eblip-24802 160 9 study study NOUN eblip-24802 160 10 period period NOUN eblip-24802 160 11 is be AUX eblip-24802 160 12 small small ADJ eblip-24802 160 13 . . PUNCT eblip-24802 161 1 students student NOUN eblip-24802 161 2 and and CCONJ eblip-24802 161 3 faculty faculty NOUN eblip-24802 161 4 may may AUX eblip-24802 161 5 be be AUX eblip-24802 161 6 using use VERB eblip-24802 161 7 resources resource NOUN eblip-24802 161 8 the the DET eblip-24802 161 9 library library NOUN eblip-24802 161 10 has have AUX eblip-24802 161 11 paid pay VERB eblip-24802 161 12 for for ADP eblip-24802 161 13 but but CCONJ eblip-24802 161 14 not not PART eblip-24802 161 15 accessing access VERB eblip-24802 161 16 them they PRON eblip-24802 161 17 through through ADP eblip-24802 161 18 the the DET eblip-24802 161 19 library library NOUN eblip-24802 161 20 website website NOUN eblip-24802 161 21 . . PUNCT eblip-24802 162 1 perhaps perhaps ADV eblip-24802 162 2 fewer few ADJ eblip-24802 162 3 individuals individual NOUN eblip-24802 162 4 are be AUX eblip-24802 162 5 using use VERB eblip-24802 162 6 the the DET eblip-24802 162 7 library library ADJ eblip-24802 162 8 website website NOUN eblip-24802 162 9 but but CCONJ eblip-24802 162 10 the the DET eblip-24802 162 11 individuals individual NOUN eblip-24802 162 12 who who PRON eblip-24802 162 13 are be AUX eblip-24802 162 14 using use VERB eblip-24802 162 15 it it PRON eblip-24802 162 16 are be AUX eblip-24802 162 17 more more ADV eblip-24802 162 18 intensive intensive ADJ eblip-24802 162 19 users user NOUN eblip-24802 162 20 , , PUNCT eblip-24802 162 21 as as SCONJ eblip-24802 162 22 seen see VERB eblip-24802 162 23 in in ADP eblip-24802 162 24 the the DET eblip-24802 162 25 oclc oclc PROPN eblip-24802 162 26 study study NOUN eblip-24802 162 27 ( ( PUNCT eblip-24802 162 28 de de X eblip-24802 162 29 rosa rosa PROPN eblip-24802 162 30 , , PUNCT eblip-24802 162 31 et et PROPN eblip-24802 162 32 al al PROPN eblip-24802 162 33 . . PROPN eblip-24802 162 34 , , PUNCT eblip-24802 162 35 2011 2011 NUM eblip-24802 162 36 ) ) PUNCT eblip-24802 162 37 . . PUNCT eblip-24802 162 38         SPACE eblip-24802 163 1 figure figure NOUN eblip-24802 163 2 9 9 NUM eblip-24802 163 3 undergraduate undergraduate NOUN eblip-24802 163 4 headcount headcount NOUN eblip-24802 163 5 enrollment enrollment NOUN eblip-24802 163 6 , , PUNCT eblip-24802 163 7 freshmen freshman NOUN eblip-24802 163 8 , , PUNCT eblip-24802 163 9 and and CCONJ eblip-24802 163 10 all all DET eblip-24802 163 11 others other NOUN eblip-24802 163 12 . . PUNCT eblip-24802 163 13         SPACE eblip-24802 164 1 figure figure VERB eblip-24802 164 2 10 10 NUM eblip-24802 164 3 coefficients coefficient NOUN eblip-24802 164 4 of of ADP eblip-24802 164 5 student student NOUN eblip-24802 164 6 group group NOUN eblip-24802 164 7 variables variable VERB eblip-24802 164 8 estimates estimate NOUN eblip-24802 164 9 of of ADP eblip-24802 164 10 marginal marginal ADJ eblip-24802 164 11 effect effect NOUN eblip-24802 164 12 of of ADP eblip-24802 164 13 adding add VERB eblip-24802 164 14 one one NUM eblip-24802 164 15 student student NOUN eblip-24802 164 16 on on ADP eblip-24802 164 17 number number NOUN eblip-24802 164 18 of of ADP eblip-24802 164 19 website website NOUN eblip-24802 164 20 visits visit NOUN eblip-24802 164 21 , , PUNCT eblip-24802 164 22 for for ADP eblip-24802 164 23 each each DET eblip-24802 164 24 student student NOUN eblip-24802 164 25 group group NOUN eblip-24802 164 26 , , PUNCT eblip-24802 164 27 with with ADP eblip-24802 164 28 95 95 NUM eblip-24802 164 29 % % NOUN eblip-24802 164 30 confidence confidence NOUN eblip-24802 164 31 limits limit NOUN eblip-24802 164 32 . . PUNCT eblip-24802 164 33         SPACE eblip-24802 165 1 figure figure VERB eblip-24802 165 2 11 11 NUM eblip-24802 165 3 rolling rolling ADJ eblip-24802 165 4 windows window NOUN eblip-24802 165 5 estimates estimate NOUN eblip-24802 165 6 of of ADP eblip-24802 165 7 marginal marginal ADJ eblip-24802 165 8 effects effect NOUN eblip-24802 165 9 of of ADP eblip-24802 165 10 adding add VERB eblip-24802 165 11 one one NUM eblip-24802 165 12 student student NOUN eblip-24802 165 13 from from ADP eblip-24802 165 14 each each DET eblip-24802 165 15 student student NOUN eblip-24802 165 16 group group NOUN eblip-24802 165 17 on on ADP eblip-24802 165 18 number number NOUN eblip-24802 165 19 of of ADP eblip-24802 165 20 website website NOUN eblip-24802 165 21 visits visit NOUN eblip-24802 165 22 ( ( PUNCT eblip-24802 165 23 top top NOUN eblip-24802 165 24 row row NOUN eblip-24802 165 25 ) ) PUNCT eblip-24802 165 26 and and CCONJ eblip-24802 165 27 marginal marginal ADJ eblip-24802 165 28 effects effect NOUN eblip-24802 165 29 of of ADP eblip-24802 165 30 each each DET eblip-24802 165 31 additional additional ADJ eblip-24802 165 32 closed closed ADJ eblip-24802 165 33 day day NOUN eblip-24802 165 34 during during ADP eblip-24802 165 35 thanksgiving thanksgiving NOUN eblip-24802 165 36 and and CCONJ eblip-24802 165 37 winter winter NOUN eblip-24802 165 38 breaks break NOUN eblip-24802 165 39 , , PUNCT eblip-24802 165 40 and and CCONJ eblip-24802 165 41 each each DET eblip-24802 165 42 additional additional ADJ eblip-24802 165 43 weekday weekday NOUN eblip-24802 165 44 that that PRON eblip-24802 165 45 is be AUX eblip-24802 165 46 not not PART eblip-24802 165 47 a a DET eblip-24802 165 48 holiday holiday NOUN eblip-24802 165 49 per per ADP eblip-24802 165 50 month month NOUN eblip-24802 165 51 , , PUNCT eblip-24802 165 52 with with ADP eblip-24802 165 53 95 95 NUM eblip-24802 165 54 % % NOUN eblip-24802 165 55 confidence confidence NOUN eblip-24802 165 56 bars bar NOUN eblip-24802 165 57 . . PUNCT eblip-24802 165 58         SPACE eblip-24802 166 1 there there PRON eblip-24802 166 2 is be VERB eblip-24802 166 3 some some DET eblip-24802 166 4 support support NOUN eblip-24802 166 5 for for ADP eblip-24802 166 6 the the DET eblip-24802 166 7 idea idea NOUN eblip-24802 166 8 that that SCONJ eblip-24802 166 9 fewer few ADJ eblip-24802 166 10 individuals individual NOUN eblip-24802 166 11 are be AUX eblip-24802 166 12 using use VERB eblip-24802 166 13 the the DET eblip-24802 166 14 library library ADJ eblip-24802 166 15 website website NOUN eblip-24802 166 16 but but CCONJ eblip-24802 166 17 they they PRON eblip-24802 166 18 are be AUX eblip-24802 166 19 more more ADV eblip-24802 166 20 intensive intensive ADJ eblip-24802 166 21 users user NOUN eblip-24802 166 22 . . PUNCT eblip-24802 167 1 the the DET eblip-24802 167 2 number number NOUN eblip-24802 167 3 of of ADP eblip-24802 167 4 unique unique ADJ eblip-24802 167 5 visitors visitor NOUN eblip-24802 167 6 per per ADP eblip-24802 167 7 headcount headcount NOUN eblip-24802 167 8 decreased decrease VERB eblip-24802 167 9 , , PUNCT eblip-24802 167 10 but but CCONJ eblip-24802 167 11 the the DET eblip-24802 167 12 number number NOUN eblip-24802 167 13 of of ADP eblip-24802 167 14 visits visit NOUN eblip-24802 167 15 per per ADP eblip-24802 167 16 unique unique ADJ eblip-24802 167 17 visitor visitor NOUN eblip-24802 167 18 ( ( PUNCT eblip-24802 167 19 as as SCONJ eblip-24802 167 20 defined define VERB eblip-24802 167 21 by by ADP eblip-24802 167 22 ip ip DET eblip-24802 167 23 address address NOUN eblip-24802 167 24 ) ) PUNCT eblip-24802 167 25 increased increase VERB eblip-24802 167 26 until until ADP eblip-24802 167 27 the the DET eblip-24802 167 28 2011 2011 NUM eblip-24802 167 29 - - SYM eblip-24802 167 30 2012 2012 NUM eblip-24802 167 31 academic academic ADJ eblip-24802 167 32 year year NOUN eblip-24802 167 33 , , PUNCT eblip-24802 167 34 then then ADV eblip-24802 167 35 plateaued plateaue VERB eblip-24802 167 36 . . PUNCT eblip-24802 168 1 at at ADP eblip-24802 168 2 the the DET eblip-24802 168 3 beginning beginning NOUN eblip-24802 168 4 of of ADP eblip-24802 168 5 the the DET eblip-24802 168 6 period period NOUN eblip-24802 168 7 , , PUNCT eblip-24802 168 8 unique unique ADJ eblip-24802 168 9 visitors visitor NOUN eblip-24802 168 10 per per ADP eblip-24802 168 11 headcount headcount NOUN eblip-24802 168 12 is be AUX eblip-24802 168 13 1.5 1.5 NUM eblip-24802 168 14 or or CCONJ eblip-24802 168 15 greater great ADJ eblip-24802 168 16 , , PUNCT eblip-24802 168 17 perhaps perhaps ADV eblip-24802 168 18 partly partly ADV eblip-24802 168 19 attributable attributable ADJ eblip-24802 168 20 to to ADP eblip-24802 168 21 non non ADJ eblip-24802 168 22 - - NOUN eblip-24802 168 23 affiliate affiliate ADJ eblip-24802 168 24 use use NOUN eblip-24802 168 25 for for ADP eblip-24802 168 26 george george PROPN eblip-24802 168 27 washington washington PROPN eblip-24802 168 28 carver carver PROPN eblip-24802 168 29 pages page NOUN eblip-24802 168 30 . . PUNCT eblip-24802 169 1 in in ADP eblip-24802 169 2 the the DET eblip-24802 169 3 last last ADJ eblip-24802 169 4 two two NUM eblip-24802 169 5 years year NOUN eblip-24802 169 6 of of ADP eblip-24802 169 7 the the DET eblip-24802 169 8 study study NOUN eblip-24802 169 9 period period NOUN eblip-24802 169 10 , , PUNCT eblip-24802 169 11 it it PRON eblip-24802 169 12 stays stay VERB eblip-24802 169 13 mostly mostly ADV eblip-24802 169 14 between between ADP eblip-24802 169 15 1.0 1.0 NUM eblip-24802 169 16 and and CCONJ eblip-24802 169 17 1.5 1.5 NUM eblip-24802 169 18 , , PUNCT eblip-24802 169 19 with with ADP eblip-24802 169 20 a a DET eblip-24802 169 21 dip dip NOUN eblip-24802 169 22 below below ADP eblip-24802 169 23 1.0 1.0 NUM eblip-24802 169 24 during during ADP eblip-24802 169 25 fall fall NOUN eblip-24802 169 26 2013 2013 NUM eblip-24802 169 27 ( ( PUNCT eblip-24802 169 28 figure figure NOUN eblip-24802 169 29 12 12 NUM eblip-24802 169 30 ) ) PUNCT eblip-24802 169 31 . . PUNCT eblip-24802 169 32     SPACE eblip-24802 170 1 there there PRON eblip-24802 170 2 are be VERB eblip-24802 170 3 caveats caveat NOUN eblip-24802 170 4 with with ADP eblip-24802 170 5 visits visit NOUN eblip-24802 170 6 and and CCONJ eblip-24802 170 7 unique unique ADJ eblip-24802 170 8 visitor visitor NOUN eblip-24802 170 9 statistics statistic NOUN eblip-24802 170 10 – – PUNCT eblip-24802 170 11 ip ip DET eblip-24802 170 12 address address NOUN eblip-24802 170 13 is be AUX eblip-24802 170 14 used use VERB eblip-24802 170 15 to to PART eblip-24802 170 16 define define VERB eblip-24802 170 17 website website NOUN eblip-24802 170 18 visits visit NOUN eblip-24802 170 19 and and CCONJ eblip-24802 170 20 visitors visitor NOUN eblip-24802 170 21 but but CCONJ eblip-24802 170 22 there there PRON eblip-24802 170 23 is be VERB eblip-24802 170 24 n’t not PART eblip-24802 170 25 a a DET eblip-24802 170 26 one one NUM eblip-24802 170 27 - - PUNCT eblip-24802 170 28 to to ADP eblip-24802 170 29 - - PUNCT eblip-24802 170 30 one one NUM eblip-24802 170 31 relationship relationship NOUN eblip-24802 170 32 between between ADP eblip-24802 170 33 ip ip DET eblip-24802 170 34 addresses address NOUN eblip-24802 170 35 and and CCONJ eblip-24802 170 36 individuals individual NOUN eblip-24802 170 37 . . PUNCT eblip-24802 171 1 there there PRON eblip-24802 171 2 are be VERB eblip-24802 171 3 also also ADV eblip-24802 171 4 people people NOUN eblip-24802 171 5 who who PRON eblip-24802 171 6 are be AUX eblip-24802 171 7 not not PART eblip-24802 171 8 included include VERB eblip-24802 171 9 in in ADP eblip-24802 171 10 the the DET eblip-24802 171 11 headcount headcount NOUN eblip-24802 171 12 who who PRON eblip-24802 171 13 may may AUX eblip-24802 171 14 use use VERB eblip-24802 171 15 the the DET eblip-24802 171 16 library library NOUN eblip-24802 171 17 website website NOUN eblip-24802 171 18 . . PUNCT eblip-24802 172 1 some some PRON eblip-24802 172 2 of of ADP eblip-24802 172 3 these these DET eblip-24802 172 4 individuals individual NOUN eblip-24802 172 5 may may AUX eblip-24802 172 6 not not PART eblip-24802 172 7 be be AUX eblip-24802 172 8 affiliated affiliate VERB eblip-24802 172 9 with with ADP eblip-24802 172 10 the the DET eblip-24802 172 11 university university NOUN eblip-24802 172 12 . . PUNCT eblip-24802 172 13     SPACE eblip-24802 173 1 figure figure NOUN eblip-24802 173 2 12 12 NUM eblip-24802 173 3 the the DET eblip-24802 173 4 number number NOUN eblip-24802 173 5 of of ADP eblip-24802 173 6 unique unique ADJ eblip-24802 173 7 visitors visitor NOUN eblip-24802 173 8 per per ADP eblip-24802 173 9 total total ADJ eblip-24802 173 10 headcount headcount NOUN eblip-24802 173 11 is be AUX eblip-24802 173 12 decreasing decrease VERB eblip-24802 173 13 but but CCONJ eblip-24802 173 14 the the DET eblip-24802 173 15 number number NOUN eblip-24802 173 16 of of ADP eblip-24802 173 17 library library ADJ eblip-24802 173 18 website website NOUN eblip-24802 173 19 visits visit NOUN eblip-24802 173 20 per per ADP eblip-24802 173 21 unique unique ADJ eblip-24802 173 22 visitor visitor NOUN eblip-24802 173 23 has have AUX eblip-24802 173 24 increased increase VERB eblip-24802 173 25 . . PUNCT eblip-24802 173 26         SPACE eblip-24802 174 1 figure figure NOUN eblip-24802 174 2 13 13 NUM eblip-24802 174 3 page page NOUN eblip-24802 174 4 views view NOUN eblip-24802 174 5 of of ADP eblip-24802 174 6 the the DET eblip-24802 174 7 articles article NOUN eblip-24802 174 8 indexes index NOUN eblip-24802 174 9 & & CCONJ eblip-24802 174 10 databases database VERB eblip-24802 174 11 main main ADJ eblip-24802 174 12 page page NOUN eblip-24802 174 13 as as ADP eblip-24802 174 14 a a DET eblip-24802 174 15 percentage percentage NOUN eblip-24802 174 16 of of ADP eblip-24802 174 17 visits visit NOUN eblip-24802 174 18 . . PUNCT eblip-24802 175 1 aid aid NOUN eblip-24802 175 2 / / SYM eblip-24802 175 3 bb bb NOUN eblip-24802 175 4 reference reference NOUN eblip-24802 175 5 links link NOUN eblip-24802 175 6 marks mark VERB eblip-24802 175 7 implementation implementation NOUN eblip-24802 175 8 date date NOUN eblip-24802 175 9 of of ADP eblip-24802 175 10 a a DET eblip-24802 175 11 redesigned redesign VERB eblip-24802 175 12 articles article NOUN eblip-24802 175 13 indexes index NOUN eblip-24802 175 14 & & CCONJ eblip-24802 175 15 databases database NOUN eblip-24802 175 16 page page NOUN eblip-24802 175 17 and and CCONJ eblip-24802 175 18 of of ADP eblip-24802 175 19 blackboard blackboard NOUN eblip-24802 175 20 mylibrary mylibrary PROPN eblip-24802 175 21 tab tab PROPN eblip-24802 175 22 . . PUNCT eblip-24802 175 23         SPACE eblip-24802 176 1 further further ADJ eblip-24802 176 2 analysis analysis NOUN eblip-24802 176 3     SPACE eblip-24802 176 4 although although SCONJ eblip-24802 176 5 a a DET eblip-24802 176 6 redesign redesign NOUN eblip-24802 176 7 in in ADP eblip-24802 176 8 2010 2010 NUM eblip-24802 176 9 did do AUX eblip-24802 176 10 not not PART eblip-24802 176 11 result result VERB eblip-24802 176 12 in in ADP eblip-24802 176 13 any any DET eblip-24802 176 14 change change NOUN eblip-24802 176 15 in in ADP eblip-24802 176 16 visitors visitor NOUN eblip-24802 176 17 per per ADP eblip-24802 176 18 headcount headcount NOUN eblip-24802 176 19 , , PUNCT eblip-24802 176 20 an an DET eblip-24802 176 21 emphasis emphasis NOUN eblip-24802 176 22 on on ADP eblip-24802 176 23 the the DET eblip-24802 176 24 ask ask NOUN eblip-24802 176 25 us we PRON eblip-24802 176 26 ! ! PUNCT eblip-24802 177 1 feature feature NOUN eblip-24802 177 2 did do AUX eblip-24802 177 3 result result VERB eblip-24802 177 4 in in ADP eblip-24802 177 5 an an DET eblip-24802 177 6 increase increase NOUN eblip-24802 177 7 in in ADP eblip-24802 177 8 the the DET eblip-24802 177 9 chat chat NOUN eblip-24802 177 10 and and CCONJ eblip-24802 177 11 email email NOUN eblip-24802 177 12 service service NOUN eblip-24802 177 13 usage usage NOUN eblip-24802 177 14 . . PUNCT eblip-24802 178 1 in in ADP eblip-24802 178 2 the the DET eblip-24802 178 3 2014 2014 NUM eblip-24802 178 4 redesign redesign NOUN eblip-24802 178 5 , , PUNCT eblip-24802 178 6 a a DET eblip-24802 178 7 new new ADJ eblip-24802 178 8 link link NOUN eblip-24802 178 9 to to ADP eblip-24802 178 10 interlibrary interlibrary ADJ eblip-24802 178 11 loan loan NOUN eblip-24802 178 12 and and CCONJ eblip-24802 178 13 document document NOUN eblip-24802 178 14 delivery delivery NOUN eblip-24802 178 15 ( ( PUNCT eblip-24802 178 16 ill ill ADV eblip-24802 178 17 / / SYM eblip-24802 178 18 dd dd NOUN eblip-24802 178 19 ) ) PUNCT eblip-24802 178 20 was be AUX eblip-24802 178 21 placed place VERB eblip-24802 178 22 on on ADP eblip-24802 178 23 the the DET eblip-24802 178 24 home home NOUN eblip-24802 178 25 page page NOUN eblip-24802 178 26 . . PUNCT eblip-24802 179 1 ill ill ADJ eblip-24802 179 2 / / SYM eblip-24802 179 3 dd dd NOUN eblip-24802 179 4 data datum NOUN eblip-24802 179 5 could could AUX eblip-24802 179 6 be be AUX eblip-24802 179 7 analyzed analyze VERB eblip-24802 179 8 for for ADP eblip-24802 179 9 an an DET eblip-24802 179 10 effect effect NOUN eblip-24802 179 11 on on ADP eblip-24802 179 12 number number NOUN eblip-24802 179 13 of of ADP eblip-24802 179 14 ill ill ADJ eblip-24802 179 15 / / SYM eblip-24802 179 16 dd dd NOUN eblip-24802 179 17 requests request NOUN eblip-24802 179 18 and and CCONJ eblip-24802 179 19 number number NOUN eblip-24802 179 20 of of ADP eblip-24802 179 21 patrons patron NOUN eblip-24802 179 22 who who PRON eblip-24802 179 23 used use VERB eblip-24802 179 24 the the DET eblip-24802 179 25 service service NOUN eblip-24802 179 26 . . PUNCT eblip-24802 179 27     SPACE eblip-24802 180 1 intensive intensive ADJ eblip-24802 180 2 library library NOUN eblip-24802 180 3 website website NOUN eblip-24802 180 4 visitors visitor NOUN eblip-24802 180 5 may may AUX eblip-24802 180 6 make make VERB eblip-24802 180 7 more more ADJ eblip-24802 180 8 use use NOUN eblip-24802 180 9 of of ADP eblip-24802 180 10 certain certain ADJ eblip-24802 180 11 features feature NOUN eblip-24802 180 12 of of ADP eblip-24802 180 13 the the DET eblip-24802 180 14 website website NOUN eblip-24802 180 15 , , PUNCT eblip-24802 180 16 such such ADJ eblip-24802 180 17 as as ADP eblip-24802 180 18 the the DET eblip-24802 180 19 article article NOUN eblip-24802 180 20 indexes index NOUN eblip-24802 180 21 and and CCONJ eblip-24802 180 22 databases database NOUN eblip-24802 180 23 page page NOUN eblip-24802 180 24 , , PUNCT eblip-24802 180 25 which which PRON eblip-24802 180 26 shows show VERB eblip-24802 180 27 an an DET eblip-24802 180 28 increase increase NOUN eblip-24802 180 29 in in ADP eblip-24802 180 30 page page NOUN eblip-24802 180 31 views view NOUN eblip-24802 180 32 as as ADP eblip-24802 180 33 a a DET eblip-24802 180 34 percentage percentage NOUN eblip-24802 180 35 of of ADP eblip-24802 180 36 visits visit NOUN eblip-24802 180 37 to to ADP eblip-24802 180 38 the the DET eblip-24802 180 39 library library ADJ eblip-24802 180 40 website website NOUN eblip-24802 180 41 in in ADP eblip-24802 180 42 the the DET eblip-24802 180 43 last last ADJ eblip-24802 180 44 two two NUM eblip-24802 180 45 years year NOUN eblip-24802 180 46 ( ( PUNCT eblip-24802 180 47 figure figure NOUN eblip-24802 180 48 13 13 NUM eblip-24802 180 49 ) ) PUNCT eblip-24802 180 50 . . PUNCT eblip-24802 181 1 page page NOUN eblip-24802 181 2 view view NOUN eblip-24802 181 3 statistics statistic NOUN eblip-24802 181 4 for for ADP eblip-24802 181 5 article article NOUN eblip-24802 181 6 indexes index NOUN eblip-24802 181 7 & & CCONJ eblip-24802 181 8 databases database NOUN eblip-24802 181 9 pages page NOUN eblip-24802 181 10 could could AUX eblip-24802 181 11 be be AUX eblip-24802 181 12 analyzed analyze VERB eblip-24802 181 13 in in ADP eblip-24802 181 14 conjunction conjunction NOUN eblip-24802 181 15 with with ADP eblip-24802 181 16 both both CCONJ eblip-24802 181 17 database database NOUN eblip-24802 181 18 and and CCONJ eblip-24802 181 19 journal journal NOUN eblip-24802 181 20 usage usage NOUN eblip-24802 181 21 data datum NOUN eblip-24802 181 22 and and CCONJ eblip-24802 181 23 website website NOUN eblip-24802 181 24 design design NOUN eblip-24802 181 25 changes change NOUN eblip-24802 181 26 . . PUNCT eblip-24802 182 1 two two NUM eblip-24802 182 2 events event NOUN eblip-24802 182 3 happened happen VERB eblip-24802 182 4 in in ADP eblip-24802 182 5 january january PROPN eblip-24802 182 6 2013 2013 NUM eblip-24802 182 7 : : PUNCT eblip-24802 182 8 a a DET eblip-24802 182 9 change change NOUN eblip-24802 182 10 in in ADP eblip-24802 182 11 the the DET eblip-24802 182 12 design design NOUN eblip-24802 182 13 of of ADP eblip-24802 182 14 the the DET eblip-24802 182 15 article article NOUN eblip-24802 182 16 indexes index NOUN eblip-24802 182 17 & & CCONJ eblip-24802 182 18 databases database NOUN eblip-24802 182 19 page page NOUN eblip-24802 182 20 , , PUNCT eblip-24802 182 21 and and CCONJ eblip-24802 182 22 the the DET eblip-24802 182 23 implementation implementation NOUN eblip-24802 182 24 of of ADP eblip-24802 182 25 a a DET eblip-24802 182 26 “ " PUNCT eblip-24802 182 27 my my PRON eblip-24802 182 28 library library NOUN eblip-24802 182 29 ” " PUNCT eblip-24802 182 30 tab tab NOUN eblip-24802 182 31 with with ADP eblip-24802 182 32 a a DET eblip-24802 182 33 link link NOUN eblip-24802 182 34 to to ADP eblip-24802 182 35 this this DET eblip-24802 182 36 page page NOUN eblip-24802 182 37 in in ADP eblip-24802 182 38 the the DET eblip-24802 182 39 campus campus NOUN eblip-24802 182 40 blackboard blackboard NOUN eblip-24802 182 41 course course NOUN eblip-24802 182 42 management management NOUN eblip-24802 182 43 system system NOUN eblip-24802 182 44 . . PUNCT eblip-24802 183 1 the the DET eblip-24802 183 2 recent recent ADJ eblip-24802 183 3 trend trend NOUN eblip-24802 183 4 upwards upwards ADV eblip-24802 183 5 , , PUNCT eblip-24802 183 6 if if SCONJ eblip-24802 183 7 it it PRON eblip-24802 183 8 is be AUX eblip-24802 183 9 not not PART eblip-24802 183 10 a a DET eblip-24802 183 11 short short ADV eblip-24802 183 12 - - PUNCT eblip-24802 183 13 lived live VERB eblip-24802 183 14 fluctuation fluctuation NOUN eblip-24802 183 15 , , PUNCT eblip-24802 183 16 could could AUX eblip-24802 183 17 be be AUX eblip-24802 183 18 due due ADJ eblip-24802 183 19 to to ADP eblip-24802 183 20 either either PRON eblip-24802 183 21 or or CCONJ eblip-24802 183 22 both both PRON eblip-24802 183 23 of of ADP eblip-24802 183 24 these these DET eblip-24802 183 25 changes change NOUN eblip-24802 183 26 , , PUNCT eblip-24802 183 27 and/or and/or CCONJ eblip-24802 183 28 perhaps perhaps ADV eblip-24802 183 29 to to ADP eblip-24802 183 30 recent recent ADJ eblip-24802 183 31 visitors visitor NOUN eblip-24802 183 32 being be AUX eblip-24802 183 33 more more ADV eblip-24802 183 34 intensive intensive ADJ eblip-24802 183 35 users user NOUN eblip-24802 183 36 of of ADP eblip-24802 183 37 the the DET eblip-24802 183 38 website website NOUN eblip-24802 183 39 . . PUNCT eblip-24802 183 40     SPACE eblip-24802 184 1 even even ADV eblip-24802 184 2 though though SCONJ eblip-24802 184 3 there there PRON eblip-24802 184 4 is be VERB eblip-24802 184 5 a a DET eblip-24802 184 6 general general ADJ eblip-24802 184 7 decline decline NOUN eblip-24802 184 8 in in ADP eblip-24802 184 9 interest interest NOUN eblip-24802 184 10 in in ADP eblip-24802 184 11 george george PROPN eblip-24802 184 12 washington washington PROPN eblip-24802 184 13 carver carver PROPN eblip-24802 184 14 , , PUNCT eblip-24802 184 15 improved improve VERB eblip-24802 184 16 search search NOUN eblip-24802 184 17 engine engine NOUN eblip-24802 184 18 optimization optimization NOUN eblip-24802 184 19 for for ADP eblip-24802 184 20 this this PRON eblip-24802 184 21 and and CCONJ eblip-24802 184 22 other other ADJ eblip-24802 184 23 digital digital ADJ eblip-24802 184 24 collections collection NOUN eblip-24802 184 25 could could AUX eblip-24802 184 26 continue continue VERB eblip-24802 184 27 to to PART eblip-24802 184 28 bring bring VERB eblip-24802 184 29 both both DET eblip-24802 184 30 affiliated affiliated ADJ eblip-24802 184 31 and and CCONJ eblip-24802 184 32 unaffiliated unaffiliated ADJ eblip-24802 184 33 people people NOUN eblip-24802 184 34 to to ADP eblip-24802 184 35 the the DET eblip-24802 184 36 website website NOUN eblip-24802 184 37 . . PUNCT eblip-24802 184 38     SPACE eblip-24802 184 39 effect effect NOUN eblip-24802 184 40 on on ADP eblip-24802 184 41 number number NOUN eblip-24802 184 42 of of ADP eblip-24802 184 43 website website NOUN eblip-24802 184 44 visits visit NOUN eblip-24802 184 45 by by ADP eblip-24802 184 46 student student NOUN eblip-24802 184 47 groups group NOUN eblip-24802 184 48 : : PUNCT eblip-24802 184 49 graduate graduate NOUN eblip-24802 184 50 and and CCONJ eblip-24802 184 51 professional professional ADJ eblip-24802 184 52 students student NOUN eblip-24802 184 53 , , PUNCT eblip-24802 184 54 freshmen freshman NOUN eblip-24802 184 55 , , PUNCT eblip-24802 184 56 and and CCONJ eblip-24802 184 57 other other ADJ eblip-24802 184 58 undergraduates undergraduate NOUN eblip-24802 184 59     SPACE eblip-24802 184 60 the the DET eblip-24802 184 61 effect effect NOUN eblip-24802 184 62 of of ADP eblip-24802 184 63 adding add VERB eblip-24802 184 64 autoregressive autoregressive ADJ eblip-24802 184 65 terms term NOUN eblip-24802 184 66 to to ADP eblip-24802 184 67 the the DET eblip-24802 184 68 model model NOUN eblip-24802 184 69 , , PUNCT eblip-24802 184 70 rather rather ADV eblip-24802 184 71 than than ADP eblip-24802 184 72 using use VERB eblip-24802 184 73 an an DET eblip-24802 184 74 ordinary ordinary ADJ eblip-24802 184 75 regression regression NOUN eblip-24802 184 76 , , PUNCT eblip-24802 184 77 was be AUX eblip-24802 184 78 quite quite ADV eblip-24802 184 79 marked marked ADJ eblip-24802 184 80 . . PUNCT eblip-24802 185 1 a a DET eblip-24802 185 2 model model NOUN eblip-24802 185 3 with with ADP eblip-24802 185 4 all all PRON eblip-24802 185 5 of of ADP eblip-24802 185 6 the the DET eblip-24802 185 7 variables variable NOUN eblip-24802 185 8 except except SCONJ eblip-24802 185 9 the the DET eblip-24802 185 10 autoregressive autoregressive ADJ eblip-24802 185 11 terms term NOUN eblip-24802 185 12 resulted result VERB eblip-24802 185 13 in in ADP eblip-24802 185 14 parameter parameter NOUN eblip-24802 185 15 estimates estimate NOUN eblip-24802 185 16 of of ADP eblip-24802 185 17 12.8 12.8 NUM eblip-24802 185 18 for for ADP eblip-24802 185 19 graduate graduate NOUN eblip-24802 185 20 and and CCONJ eblip-24802 185 21 professional professional ADJ eblip-24802 185 22 students student NOUN eblip-24802 185 23 , , PUNCT eblip-24802 185 24 0.9 0.9 NUM eblip-24802 185 25 for for ADP eblip-24802 185 26 undergraduates undergraduate NOUN eblip-24802 185 27 ( ( PUNCT eblip-24802 185 28 class class NOUN eblip-24802 185 29 2 2 NUM eblip-24802 185 30 , , PUNCT eblip-24802 185 31 3 3 NUM eblip-24802 185 32 , , PUNCT eblip-24802 185 33 and and CCONJ eblip-24802 185 34 4 4 NUM eblip-24802 185 35 ) ) PUNCT eblip-24802 185 36 and and CCONJ eblip-24802 185 37 2.6 2.6 NUM eblip-24802 185 38 for for ADP eblip-24802 185 39 freshmen freshman NOUN eblip-24802 185 40 , , PUNCT eblip-24802 185 41 illustrating illustrate VERB eblip-24802 185 42 the the DET eblip-24802 185 43 need need NOUN eblip-24802 185 44 to to PART eblip-24802 185 45 remove remove VERB eblip-24802 185 46 correlation correlation NOUN eblip-24802 185 47 from from ADP eblip-24802 185 48 regression regression NOUN eblip-24802 185 49 residuals residual NOUN eblip-24802 185 50 . . PUNCT eblip-24802 186 1 using use VERB eblip-24802 186 2 regression regression NOUN eblip-24802 186 3 with with ADP eblip-24802 186 4 arma arma PROPN eblip-24802 186 5 errors error NOUN eblip-24802 186 6 allows allow VERB eblip-24802 186 7 making make VERB eblip-24802 186 8 inferences inference NOUN eblip-24802 186 9 about about ADP eblip-24802 186 10 demographic demographic ADJ eblip-24802 186 11 groups group NOUN eblip-24802 186 12 , , PUNCT eblip-24802 186 13 even even ADV eblip-24802 186 14 without without ADP eblip-24802 186 15 having have VERB eblip-24802 186 16 data datum NOUN eblip-24802 186 17 that that PRON eblip-24802 186 18 is be AUX eblip-24802 186 19 directly directly ADV eblip-24802 186 20 tied tie VERB eblip-24802 186 21 to to ADP eblip-24802 186 22 demographics demographic NOUN eblip-24802 186 23 . . PUNCT eblip-24802 186 24     SPACE eblip-24802 187 1 these these DET eblip-24802 187 2 analyses analysis NOUN eblip-24802 187 3 assume assume VERB eblip-24802 187 4 that that SCONJ eblip-24802 187 5 students student NOUN eblip-24802 187 6 , , PUNCT eblip-24802 187 7 both both CCONJ eblip-24802 187 8 graduate graduate NOUN eblip-24802 187 9 and and CCONJ eblip-24802 187 10 undergraduate undergraduate NOUN eblip-24802 187 11 , , PUNCT eblip-24802 187 12 visit visit VERB eblip-24802 187 13 the the DET eblip-24802 187 14 library library NOUN eblip-24802 187 15 website website NOUN eblip-24802 187 16 . . PUNCT eblip-24802 188 1 there there PRON eblip-24802 188 2 is be VERB eblip-24802 188 3 self self NOUN eblip-24802 188 4 - - PUNCT eblip-24802 188 5 reported report VERB eblip-24802 188 6 evidence evidence NOUN eblip-24802 188 7 of of ADP eblip-24802 188 8 that that PRON eblip-24802 188 9 but but CCONJ eblip-24802 188 10 no no DET eblip-24802 188 11 direct direct ADJ eblip-24802 188 12 evidence evidence NOUN eblip-24802 188 13 . . PUNCT eblip-24802 189 1 there there PRON eblip-24802 189 2 are be VERB eblip-24802 189 3 clearly clearly ADV eblip-24802 189 4 more more ADJ eblip-24802 189 5 website website NOUN eblip-24802 189 6 visits visit NOUN eblip-24802 189 7 during during ADP eblip-24802 189 8 the the DET eblip-24802 189 9 fall fall NOUN eblip-24802 189 10 and and CCONJ eblip-24802 189 11 spring spring NOUN eblip-24802 189 12 semesters semester NOUN eblip-24802 189 13 when when SCONJ eblip-24802 189 14 there there PRON eblip-24802 189 15 are be VERB eblip-24802 189 16 also also ADV eblip-24802 189 17 many many ADJ eblip-24802 189 18 more more ADJ eblip-24802 189 19 students student NOUN eblip-24802 189 20 , , PUNCT eblip-24802 189 21 but but CCONJ eblip-24802 189 22 behaviour behaviour NOUN eblip-24802 189 23 by by ADP eblip-24802 189 24 other other ADJ eblip-24802 189 25 possible possible ADJ eblip-24802 189 26 visitors visitor NOUN eblip-24802 189 27 , , PUNCT eblip-24802 189 28 including include VERB eblip-24802 189 29 faculty faculty NOUN eblip-24802 189 30 and and CCONJ eblip-24802 189 31 staff staff NOUN eblip-24802 189 32 , , PUNCT eblip-24802 189 33 and and CCONJ eblip-24802 189 34 teachers teacher NOUN eblip-24802 189 35 and and CCONJ eblip-24802 189 36 students student NOUN eblip-24802 189 37 from from ADP eblip-24802 189 38 the the DET eblip-24802 189 39 public public ADJ eblip-24802 189 40 schools school NOUN eblip-24802 189 41 , , PUNCT eblip-24802 189 42 could could AUX eblip-24802 189 43 change change VERB eblip-24802 189 44 then then ADV eblip-24802 189 45 as as ADV eblip-24802 189 46 well well ADV eblip-24802 189 47 . . PUNCT eblip-24802 190 1 models model NOUN eblip-24802 190 2 including include VERB eblip-24802 190 3 enrollment enrollment NOUN eblip-24802 190 4 variables variable NOUN eblip-24802 190 5 fit fit VERB eblip-24802 190 6 slightly slightly ADV eblip-24802 190 7 better well ADJ eblip-24802 190 8 than than ADP eblip-24802 190 9 models model NOUN eblip-24802 190 10 including include VERB eblip-24802 190 11 a a DET eblip-24802 190 12 fall fall NOUN eblip-24802 190 13 / / SYM eblip-24802 190 14 spring spring NOUN eblip-24802 190 15 semester semester NOUN eblip-24802 190 16 indicator indicator NOUN eblip-24802 190 17 variable variable NOUN eblip-24802 190 18 instead instead ADV eblip-24802 190 19 of of ADP eblip-24802 190 20 the the DET eblip-24802 190 21 enrollment enrollment NOUN eblip-24802 190 22 variables variable NOUN eblip-24802 190 23 . . PUNCT eblip-24802 190 24     SPACE eblip-24802 191 1 conclusion conclusion NOUN eblip-24802 191 2     SPACE eblip-24802 191 3 trend trend NOUN eblip-24802 191 4 in in ADP eblip-24802 191 5 library library ADJ eblip-24802 191 6 website website NOUN eblip-24802 191 7 visits visit NOUN eblip-24802 191 8     SPACE eblip-24802 191 9 time time NOUN eblip-24802 191 10 series series NOUN eblip-24802 191 11 analysis analysis NOUN eblip-24802 191 12 ( ( PUNCT eblip-24802 191 13 regression regression NOUN eblip-24802 191 14 with with ADP eblip-24802 191 15 arma arma PROPN eblip-24802 191 16 errors error NOUN eblip-24802 191 17 ) ) PUNCT eblip-24802 191 18 was be AUX eblip-24802 191 19 conducted conduct VERB eblip-24802 191 20 to to PART eblip-24802 191 21 evaluate evaluate VERB eblip-24802 191 22 trend trend NOUN eblip-24802 191 23 in in ADP eblip-24802 191 24 library library ADJ eblip-24802 191 25 website website NOUN eblip-24802 191 26 visits visit NOUN eblip-24802 191 27 , , PUNCT eblip-24802 191 28 while while SCONJ eblip-24802 191 29 accounting account VERB eblip-24802 191 30 for for ADP eblip-24802 191 31 factors factor NOUN eblip-24802 191 32 such such ADJ eblip-24802 191 33 as as ADP eblip-24802 191 34 increased increase VERB eblip-24802 191 35 enrollment enrollment NOUN eblip-24802 191 36 , , PUNCT eblip-24802 191 37 decreasing decrease VERB eblip-24802 191 38 graduate graduate NOUN eblip-24802 191 39 to to PART eblip-24802 191 40 undergraduate undergraduate VERB eblip-24802 191 41 enrollment enrollment NOUN eblip-24802 191 42 ratios ratio NOUN eblip-24802 191 43 , , PUNCT eblip-24802 191 44 and and CCONJ eblip-24802 191 45 decreasing decrease VERB eblip-24802 191 46 visits visit NOUN eblip-24802 191 47 to to ADP eblip-24802 191 48 a a DET eblip-24802 191 49 popular popular ADJ eblip-24802 191 50 george george PROPN eblip-24802 191 51 washington washington PROPN eblip-24802 191 52 carver carver PROPN eblip-24802 191 53 digital digital PROPN eblip-24802 191 54 collection collection NOUN eblip-24802 191 55 . . PUNCT eblip-24802 191 56     SPACE eblip-24802 192 1 the the DET eblip-24802 192 2 sample sample NOUN eblip-24802 192 3 mean mean VERB eblip-24802 192 4 change change NOUN eblip-24802 192 5 in in ADP eblip-24802 192 6 monthly monthly ADJ eblip-24802 192 7 visits visit NOUN eblip-24802 192 8 per per ADP eblip-24802 192 9 headcount headcount NOUN eblip-24802 192 10 over over ADP eblip-24802 192 11 the the DET eblip-24802 192 12 study study NOUN eblip-24802 192 13 period period NOUN eblip-24802 192 14 ( ( PUNCT eblip-24802 192 15 february february NOUN eblip-24802 192 16 2008 2008 NUM eblip-24802 192 17 to to ADP eblip-24802 192 18 august august PROPN eblip-24802 192 19 2014 2014 NUM eblip-24802 192 20 ) ) PUNCT eblip-24802 192 21 is be AUX eblip-24802 192 22 -0.23 -0.23 X eblip-24802 192 23 . . PUNCT eblip-24802 193 1 the the DET eblip-24802 193 2 mean mean ADJ eblip-24802 193 3 change change NOUN eblip-24802 193 4 adjusted adjust VERB eblip-24802 193 5 for for ADP eblip-24802 193 6 graduate graduate NOUN eblip-24802 193 7 to to PART eblip-24802 193 8 undergraduate undergraduate VERB eblip-24802 193 9 ratio ratio NOUN eblip-24802 193 10 and and CCONJ eblip-24802 193 11 george george PROPN eblip-24802 193 12 washington washington PROPN eblip-24802 193 13 carver carver PROPN eblip-24802 193 14 visits visit NOUN eblip-24802 193 15 is be AUX eblip-24802 193 16 -0.14 -0.14 NOUN eblip-24802 193 17 . . PUNCT eblip-24802 194 1 together together ADV eblip-24802 194 2 these these DET eblip-24802 194 3 two two NUM eblip-24802 194 4 factors factor NOUN eblip-24802 194 5 explain explain VERB eblip-24802 194 6 58 58 NUM eblip-24802 194 7 % % NOUN eblip-24802 194 8 of of ADP eblip-24802 194 9 the the DET eblip-24802 194 10 variance variance NOUN eblip-24802 194 11 of of ADP eblip-24802 194 12 the the DET eblip-24802 194 13 seasonal seasonal ADJ eblip-24802 194 14 differences difference NOUN eblip-24802 194 15 in in ADP eblip-24802 194 16 visits visit NOUN eblip-24802 194 17 per per ADP eblip-24802 194 18 headcount headcount NOUN eblip-24802 194 19 that that PRON eblip-24802 194 20 is be AUX eblip-24802 194 21 not not PART eblip-24802 194 22 explained explain VERB eblip-24802 194 23 by by ADP eblip-24802 194 24 past past ADJ eblip-24802 194 25 history history NOUN eblip-24802 194 26 of of ADP eblip-24802 194 27 a a DET eblip-24802 194 28 time time NOUN eblip-24802 194 29 series series NOUN eblip-24802 194 30 . . PUNCT eblip-24802 195 1 rolling roll VERB eblip-24802 195 2 windows windows PROPN eblip-24802 195 3 analysis analysis NOUN eblip-24802 195 4 shows show VERB eblip-24802 195 5 the the DET eblip-24802 195 6 effect effect NOUN eblip-24802 195 7 of of ADP eblip-24802 195 8 the the DET eblip-24802 195 9 undergraduate undergraduate NOUN eblip-24802 195 10 / / SYM eblip-24802 195 11 graduate graduate NOUN eblip-24802 195 12 ratio ratio NOUN eblip-24802 195 13 increasing increase VERB eblip-24802 195 14 over over ADP eblip-24802 195 15 time time NOUN eblip-24802 195 16 , , PUNCT eblip-24802 195 17 while while SCONJ eblip-24802 195 18 the the DET eblip-24802 195 19 effect effect NOUN eblip-24802 195 20 of of ADP eblip-24802 195 21 the the DET eblip-24802 195 22 george george PROPN eblip-24802 195 23 washington washington PROPN eblip-24802 195 24 carver carver PROPN eblip-24802 195 25 visits visit NOUN eblip-24802 195 26 decreases decrease VERB eblip-24802 195 27 . . PUNCT eblip-24802 195 28     SPACE eblip-24802 196 1 a a DET eblip-24802 196 2 decrease decrease NOUN eblip-24802 196 3 in in ADP eblip-24802 196 4 visits visit NOUN eblip-24802 196 5 per per ADP eblip-24802 196 6 headcount headcount NOUN eblip-24802 196 7 coinciding coincide VERB eblip-24802 196 8 with with ADP eblip-24802 196 9 a a DET eblip-24802 196 10 design design NOUN eblip-24802 196 11 change change NOUN eblip-24802 196 12 in in ADP eblip-24802 196 13 2010 2010 NUM eblip-24802 196 14 was be AUX eblip-24802 196 15 found find VERB eblip-24802 196 16 to to PART eblip-24802 196 17 be be AUX eblip-24802 196 18 nonsignificant nonsignificant ADJ eblip-24802 196 19 after after ADP eblip-24802 196 20 including include VERB eblip-24802 196 21 autoregressive autoregressive ADJ eblip-24802 196 22 terms term NOUN eblip-24802 196 23 . . PUNCT eblip-24802 197 1 the the DET eblip-24802 197 2 decrease decrease NOUN eblip-24802 197 3 also also ADV eblip-24802 197 4 coincided coincide VERB eblip-24802 197 5 with with ADP eblip-24802 197 6 a a DET eblip-24802 197 7 drop drop NOUN eblip-24802 197 8 in in ADP eblip-24802 197 9 george george PROPN eblip-24802 197 10 washington washington PROPN eblip-24802 197 11 carver carver PROPN eblip-24802 197 12 pages page NOUN eblip-24802 197 13 visits visit NOUN eblip-24802 197 14 . . PUNCT eblip-24802 198 1 according accord VERB eblip-24802 198 2 to to ADP eblip-24802 198 3 google google PROPN eblip-24802 198 4 trends trend NOUN eblip-24802 198 5 , , PUNCT eblip-24802 198 6 searches search NOUN eblip-24802 198 7 for for ADP eblip-24802 198 8 george george PROPN eblip-24802 198 9 washington washington PROPN eblip-24802 198 10 carver carver PROPN eblip-24802 198 11 have have AUX eblip-24802 198 12 been be AUX eblip-24802 198 13 decreasing decrease VERB eblip-24802 198 14 worldwide worldwide ADV eblip-24802 198 15 . . PUNCT eblip-24802 198 16     SPACE eblip-24802 199 1 comparison comparison NOUN eblip-24802 199 2 of of ADP eblip-24802 199 3 usage usage NOUN eblip-24802 199 4 estimates estimate NOUN eblip-24802 199 5 by by ADP eblip-24802 199 6 student student NOUN eblip-24802 199 7 group group NOUN eblip-24802 199 8 from from ADP eblip-24802 199 9 survey survey NOUN eblip-24802 199 10 data datum NOUN eblip-24802 199 11 and and CCONJ eblip-24802 199 12 from from ADP eblip-24802 199 13 web web NOUN eblip-24802 199 14 log log NOUN eblip-24802 199 15 data datum NOUN eblip-24802 199 16     SPACE eblip-24802 199 17 regression regression NOUN eblip-24802 199 18 with with ADP eblip-24802 199 19 arma arma PROPN eblip-24802 199 20 errors error NOUN eblip-24802 199 21 was be AUX eblip-24802 199 22 used use VERB eblip-24802 199 23 to to PART eblip-24802 199 24 estimate estimate VERB eblip-24802 199 25 marginal marginal ADJ eblip-24802 199 26 effects effect NOUN eblip-24802 199 27 on on ADP eblip-24802 199 28 library library ADJ eblip-24802 199 29 website website NOUN eblip-24802 199 30 visits visit NOUN eblip-24802 199 31 by by ADP eblip-24802 199 32 three three NUM eblip-24802 199 33 student student NOUN eblip-24802 199 34 groups group NOUN eblip-24802 199 35 . . PUNCT eblip-24802 200 1 each each DET eblip-24802 200 2 additional additional ADJ eblip-24802 200 3 freshman freshman NOUN eblip-24802 200 4 enrolled enrol VERB eblip-24802 200 5 marginally marginally ADV eblip-24802 200 6 increased increase VERB eblip-24802 200 7 the the DET eblip-24802 200 8 number number NOUN eblip-24802 200 9 of of ADP eblip-24802 200 10 website website NOUN eblip-24802 200 11 visits visit NOUN eblip-24802 200 12 per per ADP eblip-24802 200 13 month month NOUN eblip-24802 200 14 by by ADP eblip-24802 200 15 2 2 NUM eblip-24802 200 16 , , PUNCT eblip-24802 200 17 after after ADP eblip-24802 200 18 taking take VERB eblip-24802 200 19 into into ADP eblip-24802 200 20 account account NOUN eblip-24802 200 21 george george PROPN eblip-24802 200 22 washington washington PROPN eblip-24802 200 23 carver carver PROPN eblip-24802 200 24 visits visit NOUN eblip-24802 200 25 , , PUNCT eblip-24802 200 26 the the DET eblip-24802 200 27 number number NOUN eblip-24802 200 28 of of ADP eblip-24802 200 29 other other ADJ eblip-24802 200 30 undergraduates undergraduate NOUN eblip-24802 200 31 , , PUNCT eblip-24802 200 32 the the DET eblip-24802 200 33 number number NOUN eblip-24802 200 34 of of ADP eblip-24802 200 35 graduate graduate ADJ eblip-24802 200 36 students student NOUN eblip-24802 200 37 , , PUNCT eblip-24802 200 38 the the DET eblip-24802 200 39 number number NOUN eblip-24802 200 40 of of ADP eblip-24802 200 41 weekdays weekday NOUN eblip-24802 200 42 minus minus CCONJ eblip-24802 200 43 holidays holiday NOUN eblip-24802 200 44 per per ADP eblip-24802 200 45 month month NOUN eblip-24802 200 46 , , PUNCT eblip-24802 200 47 and and CCONJ eblip-24802 200 48 library library NOUN eblip-24802 200 49 closed close VERB eblip-24802 200 50 days day NOUN eblip-24802 200 51 at at ADP eblip-24802 200 52 thanksgiving thanksgiving NOUN eblip-24802 200 53 and and CCONJ eblip-24802 200 54 winter winter NOUN eblip-24802 200 55 break break NOUN eblip-24802 200 56 . . PUNCT eblip-24802 201 1 similarly similarly ADV eblip-24802 201 2 , , PUNCT eblip-24802 201 3 the the DET eblip-24802 201 4 regression regression NOUN eblip-24802 201 5 analysis analysis NOUN eblip-24802 201 6 attributes attribute VERB eblip-24802 201 7 2.5 2.5 NUM eblip-24802 201 8 visits visit NOUN eblip-24802 201 9 to to ADP eblip-24802 201 10 each each DET eblip-24802 201 11 additional additional ADJ eblip-24802 201 12 level level NOUN eblip-24802 201 13 2 2 NUM eblip-24802 201 14 , , PUNCT eblip-24802 201 15 3 3 NUM eblip-24802 201 16 , , PUNCT eblip-24802 201 17 and and CCONJ eblip-24802 201 18 4 4 NUM eblip-24802 201 19 undergraduate undergraduate NOUN eblip-24802 201 20 , , PUNCT eblip-24802 201 21 and and CCONJ eblip-24802 201 22 5.4 5.4 NUM eblip-24802 201 23 visits visit NOUN eblip-24802 201 24 for for ADP eblip-24802 201 25 each each DET eblip-24802 201 26 additional additional ADJ eblip-24802 201 27 graduate graduate NOUN eblip-24802 201 28 student student NOUN eblip-24802 201 29 . . PUNCT eblip-24802 202 1 the the DET eblip-24802 202 2 confidence confidence NOUN eblip-24802 202 3 intervals interval NOUN eblip-24802 202 4 for for ADP eblip-24802 202 5 freshmen freshman NOUN eblip-24802 202 6 and and CCONJ eblip-24802 202 7 graduate graduate NOUN eblip-24802 202 8 students student NOUN eblip-24802 202 9 are be AUX eblip-24802 202 10 quite quite ADV eblip-24802 202 11 wide wide ADJ eblip-24802 202 12 . . PUNCT eblip-24802 203 1 the the DET eblip-24802 203 2 point point NOUN eblip-24802 203 3 estimates estimate NOUN eblip-24802 203 4 for for ADP eblip-24802 203 5 graduates graduate NOUN eblip-24802 203 6 ’ ' PUNCT eblip-24802 203 7 and and CCONJ eblip-24802 203 8 other other ADJ eblip-24802 203 9 undergraduates undergraduate NOUN eblip-24802 203 10 ’ ' PUNCT eblip-24802 203 11 marginal marginal ADJ eblip-24802 203 12 usage usage NOUN eblip-24802 203 13 match match NOUN eblip-24802 203 14 closely closely ADV eblip-24802 203 15 ( ( PUNCT eblip-24802 203 16 within within ADP eblip-24802 203 17 confidence confidence NOUN eblip-24802 203 18 intervals interval NOUN eblip-24802 203 19 and and CCONJ eblip-24802 203 20 within within ADP eblip-24802 203 21 one one NUM eblip-24802 203 22 visit visit NOUN eblip-24802 203 23 ) ) PUNCT eblip-24802 203 24 with with ADP eblip-24802 203 25 estimates estimate NOUN eblip-24802 203 26 taken take VERB eblip-24802 203 27 from from ADP eblip-24802 203 28 survey survey NOUN eblip-24802 203 29 results result NOUN eblip-24802 203 30 in in ADP eblip-24802 203 31 2012 2012 NUM eblip-24802 203 32 . . PUNCT eblip-24802 204 1 these these DET eblip-24802 204 2 estimates estimate NOUN eblip-24802 204 3 were be AUX eblip-24802 204 4 made make VERB eblip-24802 204 5 without without ADP eblip-24802 204 6 demographic demographic ADJ eblip-24802 204 7 data datum NOUN eblip-24802 204 8 tied tie VERB eblip-24802 204 9 to to ADP eblip-24802 204 10 individual individual ADJ eblip-24802 204 11 records record NOUN eblip-24802 204 12 in in ADP eblip-24802 204 13 the the DET eblip-24802 204 14 transaction transaction NOUN eblip-24802 204 15 logs log NOUN eblip-24802 204 16 . . PUNCT eblip-24802 204 17     SPACE eblip-24802 205 1 library library NOUN eblip-24802 205 2 websites website NOUN eblip-24802 205 3 are be AUX eblip-24802 205 4 a a DET eblip-24802 205 5 gateway gateway NOUN eblip-24802 205 6 to to ADP eblip-24802 205 7 library library ADJ eblip-24802 205 8 resources resource NOUN eblip-24802 205 9 , , PUNCT eblip-24802 205 10 services service NOUN eblip-24802 205 11 , , PUNCT eblip-24802 205 12 contact contact NOUN eblip-24802 205 13 information information NOUN eblip-24802 205 14 , , PUNCT eblip-24802 205 15 and and CCONJ eblip-24802 205 16 events event NOUN eblip-24802 205 17 . . PUNCT eblip-24802 206 1 changes change NOUN eblip-24802 206 2 in in ADP eblip-24802 206 3 the the DET eblip-24802 206 4 website website NOUN eblip-24802 206 5 may may AUX eblip-24802 206 6 affect affect VERB eblip-24802 206 7 awareness awareness NOUN eblip-24802 206 8 and and CCONJ eblip-24802 206 9 usage usage NOUN eblip-24802 206 10 of of ADP eblip-24802 206 11 these these DET eblip-24802 206 12 resources resource NOUN eblip-24802 206 13 and and CCONJ eblip-24802 206 14 services service NOUN eblip-24802 206 15 . . PUNCT eblip-24802 207 1 this this DET eblip-24802 207 2 analysis analysis NOUN eblip-24802 207 3 can can AUX eblip-24802 207 4 be be AUX eblip-24802 207 5 extended extend VERB eblip-24802 207 6 to to PART eblip-24802 207 7 evaluate evaluate VERB eblip-24802 207 8 the the DET eblip-24802 207 9 impact impact NOUN eblip-24802 207 10 of of ADP eblip-24802 207 11 changes change NOUN eblip-24802 207 12 on on ADP eblip-24802 207 13 usage usage NOUN eblip-24802 207 14 and and CCONJ eblip-24802 207 15 understand understand VERB eblip-24802 207 16 the the DET eblip-24802 207 17 effect effect NOUN eblip-24802 207 18 of of ADP eblip-24802 207 19 background background NOUN eblip-24802 207 20 data datum NOUN eblip-24802 207 21 such such ADJ eblip-24802 207 22 as as ADP eblip-24802 207 23 enrollment enrollment NOUN eblip-24802 207 24 changes change NOUN eblip-24802 207 25 and and CCONJ eblip-24802 207 26 other other ADJ eblip-24802 207 27 events event NOUN eblip-24802 207 28 . . PUNCT eblip-24802 208 1 the the DET eblip-24802 208 2 methods method NOUN eblip-24802 208 3 can can AUX eblip-24802 208 4 be be AUX eblip-24802 208 5 applied apply VERB eblip-24802 208 6 to to ADP eblip-24802 208 7 any any DET eblip-24802 208 8 time time NOUN eblip-24802 208 9 series series PROPN eblip-24802 208 10 data data NOUN eblip-24802 208 11 libraries library NOUN eblip-24802 208 12 have have VERB eblip-24802 208 13 , , PUNCT eblip-24802 208 14 such such ADJ eblip-24802 208 15 as as ADP eblip-24802 208 16 electronic electronic ADJ eblip-24802 208 17 resource resource NOUN eblip-24802 208 18 usage usage NOUN eblip-24802 208 19 , , PUNCT eblip-24802 208 20 attendance attendance NOUN eblip-24802 208 21 , , PUNCT eblip-24802 208 22 or or CCONJ eblip-24802 208 23 number number NOUN eblip-24802 208 24 of of ADP eblip-24802 208 25 reference reference NOUN eblip-24802 208 26 transactions transaction NOUN eblip-24802 208 27 . . PUNCT eblip-24802 208 28     SPACE eblip-24802 209 1 acknowledgements acknowledgement NOUN eblip-24802 209 2     SPACE eblip-24802 209 3 many many ADJ eblip-24802 209 4 thanks thank NOUN eblip-24802 209 5 to to ADP eblip-24802 209 6 karen karen PROPN eblip-24802 209 7 lawson lawson PROPN eblip-24802 209 8 and and CCONJ eblip-24802 209 9 kristine kristine PROPN eblip-24802 209 10 stacy stacy PROPN eblip-24802 209 11 - - PUNCT eblip-24802 209 12 bates bates PROPN eblip-24802 209 13 for for ADP eblip-24802 209 14 reading read VERB eblip-24802 209 15 earlier early ADJ eblip-24802 209 16 versions version NOUN eblip-24802 209 17 of of ADP eblip-24802 209 18 the the DET eblip-24802 209 19 manuscript manuscript NOUN eblip-24802 209 20 and and CCONJ eblip-24802 209 21 contributing contribute VERB eblip-24802 209 22 greatly greatly ADV eblip-24802 209 23 to to ADP eblip-24802 209 24 its its PRON eblip-24802 209 25 improvement improvement NOUN eblip-24802 209 26 . . PUNCT eblip-24802 209 27     SPACE eblip-24802 210 1 references reference NOUN eblip-24802 210 2     SPACE eblip-24802 210 3 ahiakwo ahiakwo ADV eblip-24802 210 4 , , PUNCT eblip-24802 210 5 o. o. PROPN eblip-24802 210 6 n. n. PROPN eblip-24802 210 7 ( ( PUNCT eblip-24802 210 8 1988 1988 NUM eblip-24802 210 9 ) ) PUNCT eblip-24802 210 10 . . PUNCT eblip-24802 211 1 forecasting forecasting NOUN eblip-24802 211 2 techniques technique NOUN eblip-24802 211 3 and and CCONJ eblip-24802 211 4 library library NOUN eblip-24802 211 5 circulation circulation NOUN eblip-24802 211 6 operations operation NOUN eblip-24802 211 7 : : PUNCT eblip-24802 211 8 implications implication NOUN eblip-24802 211 9 for for ADP eblip-24802 211 10 management management NOUN eblip-24802 211 11 . . PUNCT eblip-24802 211 12     SPACE eblip-24802 212 1 library library NOUN eblip-24802 212 2 and and CCONJ eblip-24802 212 3 information information NOUN eblip-24802 212 4 science science NOUN eblip-24802 212 5 research research NOUN eblip-24802 212 6 , , PUNCT eblip-24802 212 7     SPACE eblip-24802 212 8 10(2 10(2 NUM eblip-24802 212 9 ) ) PUNCT eblip-24802 212 10 , , PUNCT eblip-24802 212 11 195 195 NUM eblip-24802 212 12 - - SYM eblip-24802 212 13 210 210 NUM eblip-24802 212 14 . . PUNCT eblip-24802 212 15     SPACE eblip-24802 213 1 allen allen PROPN eblip-24802 213 2 , , PUNCT eblip-24802 213 3 l. l. PROPN eblip-24802 213 4 , , PUNCT eblip-24802 213 5 baker baker PROPN eblip-24802 213 6 , , PUNCT eblip-24802 213 7 n. n. PROPN eblip-24802 213 8 , , PUNCT eblip-24802 213 9 wilson wilson PROPN eblip-24802 213 10 , , PUNCT eblip-24802 213 11 j. j. PROPN eblip-24802 213 12 , , PUNCT eblip-24802 213 13 creamer creamer NOUN eblip-24802 213 14 , , PUNCT eblip-24802 213 15 k. k. PROPN eblip-24802 213 16 , , PUNCT eblip-24802 213 17 & & CCONJ eblip-24802 213 18 consiglio consiglio PROPN eblip-24802 213 19 , , PUNCT eblip-24802 213 20 d. d. PROPN eblip-24802 213 21 ( ( PUNCT eblip-24802 213 22 2013 2013 NUM eblip-24802 213 23 ) ) PUNCT eblip-24802 213 24 . . PUNCT eblip-24802 214 1 analyzing analyze VERB eblip-24802 214 2 the the DET eblip-24802 214 3 miso miso NOUN eblip-24802 214 4 data datum NOUN eblip-24802 214 5 : : PUNCT eblip-24802 214 6 broader broad ADJ eblip-24802 214 7 perspectives perspective NOUN eblip-24802 214 8 on on ADP eblip-24802 214 9 library library NOUN eblip-24802 214 10 and and CCONJ eblip-24802 214 11 computing computing NOUN eblip-24802 214 12 trends trend NOUN eblip-24802 214 13 . . PUNCT eblip-24802 215 1 evidence evidence NOUN eblip-24802 215 2 based base VERB eblip-24802 215 3 library library NOUN eblip-24802 215 4 and and CCONJ eblip-24802 215 5 information information NOUN eblip-24802 215 6 practice practice NOUN eblip-24802 215 7 , , PUNCT eblip-24802 215 8     SPACE eblip-24802 215 9 8(2 8(2 NUM eblip-24802 215 10 ) ) PUNCT eblip-24802 215 11 , , PUNCT eblip-24802 215 12 129 129 NUM eblip-24802 215 13 - - SYM eblip-24802 215 14 138 138 NUM eblip-24802 215 15 . . PUNCT eblip-24802 215 16 retrieved retrieve VERB eblip-24802 215 17 from from ADP eblip-24802 215 18 https://ejournals.library.ualberta.ca/index.php/eblip https://ejournals.library.ualberta.ca/index.php/eblip ADJ eblip-24802 215 19     SPACE eblip-24802 215 20 asunka asunka NOUN eblip-24802 215 21 , , PUNCT eblip-24802 215 22 s. s. PROPN eblip-24802 215 23 , , PUNCT eblip-24802 215 24 chae chae PROPN eblip-24802 215 25 , , PUNCT eblip-24802 215 26 h. h. PROPN eblip-24802 215 27 s. s. PROPN eblip-24802 215 28 , , PUNCT eblip-24802 215 29 hughes hughes PROPN eblip-24802 215 30 , , PUNCT eblip-24802 215 31 b. b. PROPN eblip-24802 215 32 , , PUNCT eblip-24802 215 33 & & CCONJ eblip-24802 215 34 natriello natriello PROPN eblip-24802 215 35 , , PUNCT eblip-24802 215 36 g. g. PROPN eblip-24802 215 37 ( ( PUNCT eblip-24802 215 38 2009 2009 NUM eblip-24802 215 39 ) ) PUNCT eblip-24802 215 40 . . PUNCT eblip-24802 216 1 understanding understand VERB eblip-24802 216 2 academic academic ADJ eblip-24802 216 3 information information NOUN eblip-24802 216 4 seeking seek VERB eblip-24802 216 5 habits habit NOUN eblip-24802 216 6 through through ADP eblip-24802 216 7 analysis analysis NOUN eblip-24802 216 8 of of ADP eblip-24802 216 9 web web NOUN eblip-24802 216 10 server server NOUN eblip-24802 216 11 log log NOUN eblip-24802 216 12 files file NOUN eblip-24802 216 13 : : PUNCT eblip-24802 216 14 the the DET eblip-24802 216 15 case case NOUN eblip-24802 216 16 of of ADP eblip-24802 216 17 the the DET eblip-24802 216 18 teachers teachers PROPN eblip-24802 216 19 college college PROPN eblip-24802 216 20 library library PROPN eblip-24802 216 21 website website NOUN eblip-24802 216 22 . . PUNCT eblip-24802 216 23     SPACE eblip-24802 217 1 the the DET eblip-24802 217 2 journal journal NOUN eblip-24802 217 3 of of ADP eblip-24802 217 4 academic academic ADJ eblip-24802 217 5 librarianship librarianship NOUN eblip-24802 217 6 , , PUNCT eblip-24802 217 7     SPACE eblip-24802 217 8 35(1 35(1 NUM eblip-24802 217 9 ) ) PUNCT eblip-24802 217 10 , , PUNCT eblip-24802 217 11 33 33 NUM eblip-24802 217 12 - - SYM eblip-24802 217 13 45 45 NUM eblip-24802 217 14 . . PUNCT eblip-24802 218 1 http://dx.doi.org/10.1016/j.acalib.2008.10.019 http://dx.doi.org/10.1016/j.acalib.2008.10.019 PROPN eblip-24802 218 2     SPACE eblip-24802 218 3 box box NOUN eblip-24802 218 4 , , PUNCT eblip-24802 218 5 g. g. PROPN eblip-24802 218 6 e. e. PROPN eblip-24802 218 7 p. p. PROPN eblip-24802 218 8 , , PUNCT eblip-24802 218 9 jenkins jenkins PROPN eblip-24802 218 10 , , PUNCT eblip-24802 218 11 g. g. PROPN eblip-24802 218 12 m. m. PROPN eblip-24802 218 13 , , PUNCT eblip-24802 218 14 & & CCONJ eblip-24802 218 15 reinsel reinsel PROPN eblip-24802 218 16 , , PUNCT eblip-24802 218 17 g. g. PROPN eblip-24802 218 18 c. c. PROPN eblip-24802 218 19 ( ( PUNCT eblip-24802 218 20 2008 2008 NUM eblip-24802 218 21 ) ) PUNCT eblip-24802 218 22 . . PUNCT eblip-24802 219 1 time time NOUN eblip-24802 219 2 series series PROPN eblip-24802 219 3 analysis analysis NOUN eblip-24802 219 4 : : PUNCT eblip-24802 219 5 forecasting forecasting NOUN eblip-24802 219 6 and and CCONJ eblip-24802 219 7 control control NOUN eblip-24802 219 8 ( ( PUNCT eblip-24802 219 9 4th 4th ADJ eblip-24802 219 10 ed ed NOUN eblip-24802 219 11 . . PUNCT eblip-24802 219 12 ) ) PUNCT eblip-24802 219 13 . . PUNCT eblip-24802 220 1 hoboken hoboken PROPN eblip-24802 220 2 , , PUNCT eblip-24802 220 3 nj nj PROPN eblip-24802 220 4 : : PUNCT eblip-24802 220 5 john john PROPN eblip-24802 220 6 wiley wiley PROPN eblip-24802 220 7 & & CCONJ eblip-24802 220 8 sons son NOUN eblip-24802 220 9 . . PUNCT eblip-24802 220 10     SPACE eblip-24802 220 11 brooks brooks PROPN eblip-24802 220 12 , , PUNCT eblip-24802 220 13 t. t. NOUN eblip-24802 220 14 a. a. NOUN eblip-24802 220 15 ( ( PUNCT eblip-24802 220 16 1984a 1984a NUM eblip-24802 220 17 ) ) PUNCT eblip-24802 220 18 . . PUNCT eblip-24802 221 1 naive naive ADJ eblip-24802 221 2 vs. vs. CCONJ eblip-24802 221 3 sophisticated sophisticated ADJ eblip-24802 221 4 methods method NOUN eblip-24802 221 5 of of ADP eblip-24802 221 6 forecasting forecast VERB eblip-24802 221 7 public public ADJ eblip-24802 221 8 library library NOUN eblip-24802 221 9 circulations circulation NOUN eblip-24802 221 10 . . PUNCT eblip-24802 221 11     SPACE eblip-24802 222 1 library library PROPN eblip-24802 222 2 & & CCONJ eblip-24802 222 3 information information NOUN eblip-24802 222 4 science science PROPN eblip-24802 222 5 research research NOUN eblip-24802 222 6 , , PUNCT eblip-24802 222 7     SPACE eblip-24802 222 8 6(2 6(2 NUM eblip-24802 222 9 ) ) PUNCT eblip-24802 222 10 , , PUNCT eblip-24802 222 11 205 205 NUM eblip-24802 222 12 - - SYM eblip-24802 222 13 214 214 NUM eblip-24802 222 14 . . PUNCT eblip-24802 222 15     SPACE eblip-24802 222 16 brooks brooks PROPN eblip-24802 222 17 , , PUNCT eblip-24802 222 18 t. t. NOUN eblip-24802 222 19 a. a. NOUN eblip-24802 222 20 ( ( PUNCT eblip-24802 222 21 1984b 1984b NUM eblip-24802 222 22 ) ) PUNCT eblip-24802 222 23 . . PUNCT eblip-24802 223 1 using use VERB eblip-24802 223 2 time time NOUN eblip-24802 223 3 - - PUNCT eblip-24802 223 4 series series NOUN eblip-24802 223 5 regression regression NOUN eblip-24802 223 6 to to PART eblip-24802 223 7 predict predict VERB eblip-24802 223 8 academic academic ADJ eblip-24802 223 9 library library NOUN eblip-24802 223 10 circulations circulation NOUN eblip-24802 223 11 . . PUNCT eblip-24802 223 12     SPACE eblip-24802 223 13 college college PROPN eblip-24802 223 14 & & CCONJ eblip-24802 223 15 research research NOUN eblip-24802 223 16 libraries library NOUN eblip-24802 223 17 , , PUNCT eblip-24802 223 18     SPACE eblip-24802 223 19 45(6 45(6 NOUN eblip-24802 223 20 ) ) PUNCT eblip-24802 223 21 , , PUNCT eblip-24802 223 22 501 501 NUM eblip-24802 223 23 - - SYM eblip-24802 223 24 505 505 NUM eblip-24802 223 25 . . PUNCT eblip-24802 223 26     SPACE eblip-24802 223 27 cochrane cochrane PROPN eblip-24802 223 28 , , PUNCT eblip-24802 223 29 l. l. PROPN eblip-24802 223 30 s. s. PROPN eblip-24802 223 31 ( ( PUNCT eblip-24802 223 32 2007 2007 NUM eblip-24802 223 33 ) ) PUNCT eblip-24802 223 34 . . PUNCT eblip-24802 224 1 if if SCONJ eblip-24802 224 2 the the DET eblip-24802 224 3 academic academic ADJ eblip-24802 224 4 library library NOUN eblip-24802 224 5 ceased cease VERB eblip-24802 224 6 to to PART eblip-24802 224 7 exist exist VERB eblip-24802 224 8 , , PUNCT eblip-24802 224 9 would would AUX eblip-24802 224 10 we we PRON eblip-24802 224 11 have have VERB eblip-24802 224 12 to to PART eblip-24802 224 13 invent invent VERB eblip-24802 224 14 it it PRON eblip-24802 224 15 ? ? PUNCT eblip-24802 225 1 educause educause NOUN eblip-24802 225 2 review review NOUN eblip-24802 225 3 , , PUNCT eblip-24802 225 4 42(1 42(1 NOUN eblip-24802 225 5 ) ) PUNCT eblip-24802 225 6 , , PUNCT eblip-24802 225 7 6 6 NUM eblip-24802 225 8 - - SYM eblip-24802 225 9 7 7 NUM eblip-24802 225 10 . . PUNCT eblip-24802 225 11 retrieved retrieve VERB eblip-24802 225 12 from from ADP eblip-24802 225 13     SPACE eblip-24802 225 14 http://er.educause.edu/~/media/files/article-downloads/erm0714.pdf http://er.educause.edu/~/media/files/article-downloads/erm0714.pdf PROPN eblip-24802 225 15     SPACE eblip-24802 225 16 cohen cohen NOUN eblip-24802 225 17 , , PUNCT eblip-24802 225 18 l. l. PROPN eblip-24802 225 19 b. b. PROPN eblip-24802 225 20 ( ( PUNCT eblip-24802 225 21 2003 2003 NUM eblip-24802 225 22 ) ) PUNCT eblip-24802 225 23 . . PUNCT eblip-24802 226 1 a a DET eblip-24802 226 2 two two NUM eblip-24802 226 3 - - PUNCT eblip-24802 226 4 tiered tiere VERB eblip-24802 226 5 model model NOUN eblip-24802 226 6 for for ADP eblip-24802 226 7 analyzing analyze VERB eblip-24802 226 8 library library ADJ eblip-24802 226 9 website website NOUN eblip-24802 226 10 usage usage NOUN eblip-24802 226 11 statistics statistic NOUN eblip-24802 226 12 , , PUNCT eblip-24802 226 13 part part NOUN eblip-24802 226 14 1 1 NUM eblip-24802 226 15 : : PUNCT eblip-24802 226 16 web web NOUN eblip-24802 226 17 server server NOUN eblip-24802 226 18 logs log NOUN eblip-24802 226 19 . . PUNCT eblip-24802 226 20     SPACE eblip-24802 226 21 portal portal ADJ eblip-24802 226 22 : : PUNCT eblip-24802 226 23 libraries library NOUN eblip-24802 226 24 and and CCONJ eblip-24802 226 25 the the DET eblip-24802 226 26 academy academy NOUN eblip-24802 226 27 , , PUNCT eblip-24802 226 28     SPACE eblip-24802 226 29 3(2 3(2 NUM eblip-24802 226 30 ) ) PUNCT eblip-24802 226 31 , , PUNCT eblip-24802 226 32 315 315 NUM eblip-24802 226 33 - - SYM eblip-24802 226 34 326 326 NUM eblip-24802 226 35 . . PUNCT eblip-24802 227 1 http://dx.doi.org/10.1353/pla.2003.0028 http://dx.doi.org/10.1353/pla.2003.0028 PROPN eblip-24802 227 2     SPACE eblip-24802 227 3 connaway connaway PROPN eblip-24802 227 4 , , PUNCT eblip-24802 227 5 l. l. PROPN eblip-24802 227 6 s. s. PROPN eblip-24802 227 7 , , PUNCT eblip-24802 227 8 dickey dickey PROPN eblip-24802 227 9 , , PUNCT eblip-24802 227 10 t. t. PROPN eblip-24802 227 11 j. j. PROPN eblip-24802 227 12 , , PUNCT eblip-24802 227 13 & & CCONJ eblip-24802 227 14 radford radford PROPN eblip-24802 227 15 , , PUNCT eblip-24802 227 16 m. m. NOUN eblip-24802 227 17 l. l. PROPN eblip-24802 227 18 ( ( PUNCT eblip-24802 227 19 2011 2011 NUM eblip-24802 227 20 ) ) PUNCT eblip-24802 227 21 . . PUNCT eblip-24802 228 1 “ " PUNCT eblip-24802 228 2 if if SCONJ eblip-24802 228 3 it it PRON eblip-24802 228 4 is be AUX eblip-24802 228 5 too too ADV eblip-24802 228 6 inconvenient inconvenient ADJ eblip-24802 228 7 i i PRON eblip-24802 228 8 'm be AUX eblip-24802 228 9 not not PART eblip-24802 228 10 going go VERB eblip-24802 228 11 after after ADP eblip-24802 228 12 it it PRON eblip-24802 228 13 ” " PUNCT eblip-24802 228 14 : : PUNCT eblip-24802 228 15 convenience convenience NOUN eblip-24802 228 16 as as ADP eblip-24802 228 17 a a DET eblip-24802 228 18 critical critical ADJ eblip-24802 228 19 factor factor NOUN eblip-24802 228 20 in in ADP eblip-24802 228 21 information information NOUN eblip-24802 228 22 - - PUNCT eblip-24802 228 23 seeking seek VERB eblip-24802 228 24 behaviors behavior NOUN eblip-24802 228 25 . . PUNCT eblip-24802 228 26     SPACE eblip-24802 229 1 library library PROPN eblip-24802 229 2 & & CCONJ eblip-24802 229 3 information information NOUN eblip-24802 229 4 science science PROPN eblip-24802 229 5 research research NOUN eblip-24802 229 6 , , PUNCT eblip-24802 229 7     SPACE eblip-24802 229 8 33(3 33(3 NOUN eblip-24802 229 9 ) ) PUNCT eblip-24802 229 10 , , PUNCT eblip-24802 229 11 179 179 NUM eblip-24802 229 12 - - SYM eblip-24802 229 13 190 190 NUM eblip-24802 229 14 . . PUNCT eblip-24802 230 1 http://dx.doi.org/doi:10.1016/j.lisr.2010.12.002 http://dx.doi.org/doi:10.1016/j.lisr.2010.12.002 PUNCT eblip-24802 230 2     SPACE eblip-24802 230 3 de de X eblip-24802 230 4 rosa rosa PROPN eblip-24802 230 5 , , PUNCT eblip-24802 230 6 c. c. PROPN eblip-24802 230 7 , , PUNCT eblip-24802 230 8 cantrell cantrell PROPN eblip-24802 230 9 , , PUNCT eblip-24802 230 10 j. j. PROPN eblip-24802 230 11 , , PUNCT eblip-24802 230 12 carlson carlson PROPN eblip-24802 230 13 , , PUNCT eblip-24802 230 14 m. m. NOUN eblip-24802 230 15 , , PUNCT eblip-24802 230 16 gallagher gallagher PROPN eblip-24802 230 17 , , PUNCT eblip-24802 230 18 p. p. PROPN eblip-24802 230 19 , , PUNCT eblip-24802 230 20 hawk hawk PROPN eblip-24802 230 21 , , PUNCT eblip-24802 230 22 j. j. PROPN eblip-24802 230 23 , , PUNCT eblip-24802 230 24 sturtz sturtz PROPN eblip-24802 230 25 , , PUNCT eblip-24802 230 26 c. c. PROPN eblip-24802 230 27 ( ( PUNCT eblip-24802 230 28 2011 2011 NUM eblip-24802 230 29 ) ) PUNCT eblip-24802 230 30 . . PUNCT eblip-24802 231 1 perceptions perception NOUN eblip-24802 231 2 of of ADP eblip-24802 231 3 libraries library NOUN eblip-24802 231 4 , , PUNCT eblip-24802 231 5 2010 2010 NUM eblip-24802 231 6 : : PUNCT eblip-24802 231 7 context context NOUN eblip-24802 231 8 and and CCONJ eblip-24802 231 9 community community NOUN eblip-24802 231 10 . . PUNCT eblip-24802 232 1 retrieved retrieve VERB eblip-24802 232 2 from from ADP eblip-24802 232 3 oclc oclc PROPN eblip-24802 232 4 website website NOUN eblip-24802 232 5 : : PUNCT eblip-24802 232 6 http://www.oclc.org/reports/2010perceptions.en.html http://www.oclc.org/reports/2010perceptions.en.html X eblip-24802 232 7     SPACE eblip-24802 232 8 education education NOUN eblip-24802 232 9 advisory advisory ADJ eblip-24802 232 10 board board NOUN eblip-24802 232 11 . . PUNCT eblip-24802 233 1 ( ( PUNCT eblip-24802 233 2 2011 2011 NUM eblip-24802 233 3 ) ) PUNCT eblip-24802 233 4 . . PUNCT eblip-24802 234 1 redefining redefine VERB eblip-24802 234 2 the the DET eblip-24802 234 3 academic academic ADJ eblip-24802 234 4 library library NOUN eblip-24802 234 5 : : PUNCT eblip-24802 234 6 managing manage VERB eblip-24802 234 7 the the DET eblip-24802 234 8 migration migration NOUN eblip-24802 234 9 to to ADP eblip-24802 234 10 digital digital ADJ eblip-24802 234 11 information information NOUN eblip-24802 234 12 services service NOUN eblip-24802 234 13 . . PUNCT eblip-24802 235 1 retrieved retrieve VERB eblip-24802 235 2 from from ADP eblip-24802 235 3 https://www.eab.com/research-and-insights/academic-affairs-forum/studies/2011/redefining-the-academic-library https://www.eab.com/research-and-insights/academic-affairs-forum/studies/2011/redefining-the-academic-library ADJ eblip-24802 235 4     SPACE eblip-24802 235 5 goddard goddard NOUN eblip-24802 235 6 , , PUNCT eblip-24802 235 7 l. l. PROPN eblip-24802 235 8 ( ( PUNCT eblip-24802 235 9 2007 2007 NUM eblip-24802 235 10 ) ) PUNCT eblip-24802 235 11 . . PUNCT eblip-24802 236 1 getting get VERB eblip-24802 236 2 to to ADP eblip-24802 236 3 the the DET eblip-24802 236 4 source source NOUN eblip-24802 236 5 : : PUNCT eblip-24802 236 6 a a DET eblip-24802 236 7 survey survey NOUN eblip-24802 236 8 of of ADP eblip-24802 236 9 quantitative quantitative ADJ eblip-24802 236 10 data datum NOUN eblip-24802 236 11 sources source NOUN eblip-24802 236 12 available available ADJ eblip-24802 236 13 to to ADP eblip-24802 236 14 the the DET eblip-24802 236 15 everyday everyday ADJ eblip-24802 236 16 librarian librarian NOUN eblip-24802 236 17 : : PUNCT eblip-24802 236 18 part part NOUN eblip-24802 236 19 i i NOUN eblip-24802 236 20 : : PUNCT eblip-24802 236 21 web web NOUN eblip-24802 236 22 server server NOUN eblip-24802 236 23 log log NOUN eblip-24802 236 24 analysis analysis NOUN eblip-24802 236 25 . . PUNCT eblip-24802 236 26     SPACE eblip-24802 237 1 evidence evidence NOUN eblip-24802 237 2 based base VERB eblip-24802 237 3 library library NOUN eblip-24802 237 4 and and CCONJ eblip-24802 237 5 information information NOUN eblip-24802 237 6 practice practice NOUN eblip-24802 237 7 , , PUNCT eblip-24802 237 8     SPACE eblip-24802 237 9 2(1 2(1 NUM eblip-24802 237 10 ) ) PUNCT eblip-24802 237 11 , , PUNCT eblip-24802 237 12 48 48 NUM eblip-24802 237 13 - - SYM eblip-24802 237 14 67 67 NUM eblip-24802 237 15 . . PUNCT eblip-24802 238 1 retrieved retrieve VERB eblip-24802 238 2 from from ADP eblip-24802 238 3 https://ejournals.library.ualberta.ca/index.php/eblip https://ejournals.library.ualberta.ca/index.php/eblip ADJ eblip-24802 238 4     SPACE eblip-24802 238 5 google google NOUN eblip-24802 238 6 . . PUNCT eblip-24802 239 1 ( ( PUNCT eblip-24802 239 2 2014 2014 NUM eblip-24802 239 3 ) ) PUNCT eblip-24802 239 4 . . PUNCT eblip-24802 240 1 google google PROPN eblip-24802 240 2 trends trend NOUN eblip-24802 240 3 : : PUNCT eblip-24802 240 4 george george PROPN eblip-24802 240 5 washington washington PROPN eblip-24802 240 6 carver carver PROPN eblip-24802 240 7 . . PUNCT eblip-24802 241 1 retrieved retrieve VERB eblip-24802 241 2 from from ADP eblip-24802 241 3 http://www.google.com/trends/explore#q=george%20washington%20carver http://www.google.com/trends/explore#q=george%20washington%20carver PROPN eblip-24802 241 4     SPACE eblip-24802 241 5 granger granger PROPN eblip-24802 241 6 , , PUNCT eblip-24802 241 7 c. c. PROPN eblip-24802 241 8 w. w. PROPN eblip-24802 241 9 j. j. PROPN eblip-24802 241 10 , , PUNCT eblip-24802 241 11 & & CCONJ eblip-24802 241 12 newbold newbold PROPN eblip-24802 241 13 , , PUNCT eblip-24802 241 14 p. p. NOUN eblip-24802 241 15 ( ( PUNCT eblip-24802 241 16 1977 1977 NUM eblip-24802 241 17 ) ) PUNCT eblip-24802 241 18 . . PUNCT eblip-24802 241 19     SPACE eblip-24802 242 1 forecasting forecast VERB eblip-24802 242 2 economic economic ADJ eblip-24802 242 3 time time NOUN eblip-24802 242 4 series series PROPN eblip-24802 242 5 . . PUNCT eblip-24802 243 1 new new PROPN eblip-24802 243 2 york york PROPN eblip-24802 243 3 : : PUNCT eblip-24802 243 4 academic academic ADJ eblip-24802 243 5 press press NOUN eblip-24802 243 6 . . PUNCT eblip-24802 243 7     SPACE eblip-24802 244 1 hyndman hyndman NOUN eblip-24802 244 2 , , PUNCT eblip-24802 244 3 r. r. PROPN eblip-24802 244 4 j. j. PROPN eblip-24802 244 5 , , PUNCT eblip-24802 244 6 & & CCONJ eblip-24802 244 7 athanasopoulos athanasopoulo NOUN eblip-24802 244 8 , , PUNCT eblip-24802 244 9 g. g. PROPN eblip-24802 244 10 ( ( PUNCT eblip-24802 244 11 2014 2014 NUM eblip-24802 244 12 ) ) PUNCT eblip-24802 244 13 . . PUNCT eblip-24802 245 1 forecasting forecasting NOUN eblip-24802 245 2 : : PUNCT eblip-24802 246 1 principles principle NOUN eblip-24802 246 2 and and CCONJ eblip-24802 246 3 practice practice NOUN eblip-24802 246 4 . . PUNCT eblip-24802 247 1 heathmont heathmont PROPN eblip-24802 247 2 , , PUNCT eblip-24802 247 3 vic vic PROPN eblip-24802 247 4 : : PUNCT eblip-24802 247 5 otexts otext NOUN eblip-24802 247 6 . . PUNCT eblip-24802 248 1 retrieved retrieve VERB eblip-24802 248 2 from from ADP eblip-24802 248 3 https://www.otexts.org/fpp https://www.otexts.org/fpp PROPN eblip-24802 248 4     SPACE eblip-24802 248 5 jansen jansen PROPN eblip-24802 248 6 , , PUNCT eblip-24802 248 7 b. b. PROPN eblip-24802 248 8 j. j. PROPN eblip-24802 248 9 ( ( PUNCT eblip-24802 248 10 2006 2006 NUM eblip-24802 248 11 ) ) PUNCT eblip-24802 248 12 . . PUNCT eblip-24802 249 1 search search NOUN eblip-24802 249 2 log log NOUN eblip-24802 249 3 analysis analysis NOUN eblip-24802 249 4 : : PUNCT eblip-24802 249 5 what what PRON eblip-24802 249 6 it it PRON eblip-24802 249 7 is be AUX eblip-24802 249 8 , , PUNCT eblip-24802 249 9 what what PRON eblip-24802 249 10 's be AUX eblip-24802 249 11 been be AUX eblip-24802 249 12 done do VERB eblip-24802 249 13 , , PUNCT eblip-24802 249 14 how how SCONJ eblip-24802 249 15 to to PART eblip-24802 249 16 do do VERB eblip-24802 249 17 it it PRON eblip-24802 249 18 . . PUNCT eblip-24802 249 19     SPACE eblip-24802 250 1 library library PROPN eblip-24802 250 2 & & CCONJ eblip-24802 250 3 information information NOUN eblip-24802 250 4 science science PROPN eblip-24802 250 5 research research NOUN eblip-24802 250 6 , , PUNCT eblip-24802 250 7     SPACE eblip-24802 250 8 28(3 28(3 NUM eblip-24802 250 9 ) ) PUNCT eblip-24802 250 10 , , PUNCT eblip-24802 250 11 407 407 NUM eblip-24802 250 12 - - SYM eblip-24802 250 13 432 432 NUM eblip-24802 250 14 . . PUNCT eblip-24802 251 1 http://dx.doi.org/doi:10.1016/j.lisr.2006.06.005 http://dx.doi.org/doi:10.1016/j.lisr.2006.06.005 ADJ eblip-24802 251 2     SPACE eblip-24802 251 3 ke ke PROPN eblip-24802 251 4 , , PUNCT eblip-24802 251 5 h. h. PROPN eblip-24802 251 6 r. r. PROPN eblip-24802 251 7 , , PUNCT eblip-24802 251 8 kwakkelaar kwakkelaar PROPN eblip-24802 251 9 , , PUNCT eblip-24802 251 10 r. r. PROPN eblip-24802 251 11 , , PUNCT eblip-24802 251 12 tai tai PROPN eblip-24802 251 13 , , PUNCT eblip-24802 251 14 y. y. PROPN eblip-24802 251 15 m. m. PROPN eblip-24802 251 16 , , PUNCT eblip-24802 251 17 & & CCONJ eblip-24802 251 18 chen chen PROPN eblip-24802 251 19 , , PUNCT eblip-24802 251 20 l. l. PROPN eblip-24802 251 21 c. c. PROPN eblip-24802 251 22 ( ( PUNCT eblip-24802 251 23 2002 2002 NUM eblip-24802 251 24 ) ) PUNCT eblip-24802 251 25 . . PUNCT eblip-24802 252 1 exploring explore VERB eblip-24802 252 2 behavior behavior NOUN eblip-24802 252 3 of of ADP eblip-24802 252 4 e e NOUN eblip-24802 252 5 - - NOUN eblip-24802 252 6 journal journal ADJ eblip-24802 252 7 users user NOUN eblip-24802 252 8 in in ADP eblip-24802 252 9 science science NOUN eblip-24802 252 10 and and CCONJ eblip-24802 252 11 technology technology NOUN eblip-24802 252 12 : : PUNCT eblip-24802 252 13 transaction transaction NOUN eblip-24802 252 14 log log VERB eblip-24802 252 15 analysis analysis NOUN eblip-24802 252 16 of of ADP eblip-24802 252 17 elsevier elsevier PROPN eblip-24802 252 18 's 's PART eblip-24802 252 19 sciencedirect sciencedirect PROPN eblip-24802 252 20 onsite onsite PROPN eblip-24802 252 21 in in ADP eblip-24802 252 22 taiwan taiwan PROPN eblip-24802 252 23 . . PUNCT eblip-24802 252 24     SPACE eblip-24802 253 1 library library PROPN eblip-24802 253 2 & & CCONJ eblip-24802 253 3 information information NOUN eblip-24802 253 4 science science PROPN eblip-24802 253 5 research research NOUN eblip-24802 253 6 , , PUNCT eblip-24802 253 7     SPACE eblip-24802 253 8 24(3 24(3 NOUN eblip-24802 253 9 ) ) PUNCT eblip-24802 253 10 , , PUNCT eblip-24802 253 11 265 265 NUM eblip-24802 253 12 - - SYM eblip-24802 253 13 291 291 NUM eblip-24802 253 14 . . PUNCT eblip-24802 254 1 http://dx.doi.org/doi:10.1016/s0740-8188(02)00126-3 http://dx.doi.org/doi:10.1016/s0740-8188(02)00126-3 PROPN eblip-24802 254 2     SPACE eblip-24802 254 3 liu liu PROPN eblip-24802 254 4 , , PUNCT eblip-24802 254 5 s. s. PROPN eblip-24802 254 6 ( ( PUNCT eblip-24802 254 7 2008 2008 NUM eblip-24802 254 8 ) ) PUNCT eblip-24802 254 9 . . PUNCT eblip-24802 255 1 engaging engage VERB eblip-24802 255 2 users user NOUN eblip-24802 255 3 : : PUNCT eblip-24802 255 4 the the DET eblip-24802 255 5 future future NOUN eblip-24802 255 6 of of ADP eblip-24802 255 7 academic academic ADJ eblip-24802 255 8 library library NOUN eblip-24802 255 9 web web NOUN eblip-24802 255 10 sites site NOUN eblip-24802 255 11 . . PUNCT eblip-24802 255 12     SPACE eblip-24802 255 13 college college PROPN eblip-24802 255 14 & & CCONJ eblip-24802 255 15 research research NOUN eblip-24802 255 16 libraries library NOUN eblip-24802 255 17 , , PUNCT eblip-24802 255 18     SPACE eblip-24802 255 19 69(1 69(1 NOUN eblip-24802 255 20 ) ) PUNCT eblip-24802 255 21 , , PUNCT eblip-24802 255 22 6 6 NUM eblip-24802 255 23 - - SYM eblip-24802 255 24 27 27 NUM eblip-24802 255 25 . . PUNCT eblip-24802 256 1 http://dx.doi.org/10.5860/crl.69.1.6 http://dx.doi.org/10.5860/crl.69.1.6 NOUN eblip-24802 256 2     SPACE eblip-24802 256 3 marek marek PROPN eblip-24802 256 4 , , PUNCT eblip-24802 256 5 k. k. PROPN eblip-24802 256 6 ( ( PUNCT eblip-24802 256 7 2011 2011 NUM eblip-24802 256 8 ) ) PUNCT eblip-24802 256 9 . . PUNCT eblip-24802 257 1 using use VERB eblip-24802 257 2     SPACE eblip-24802 257 3 web web NOUN eblip-24802 257 4     SPACE eblip-24802 257 5 analytics analytic NOUN eblip-24802 257 6     SPACE eblip-24802 257 7 in in ADP eblip-24802 257 8     SPACE eblip-24802 257 9 the the DET eblip-24802 257 10     SPACE eblip-24802 257 11 library library NOUN eblip-24802 257 12 : : PUNCT eblip-24802 257 13 a a DET eblip-24802 257 14     SPACE eblip-24802 257 15 library library NOUN eblip-24802 257 16     SPACE eblip-24802 257 17 technology technology NOUN eblip-24802 257 18 report report NOUN eblip-24802 257 19 . . PUNCT eblip-24802 258 1 chicago chicago PROPN eblip-24802 258 2 , , PUNCT eblip-24802 258 3 il il PROPN eblip-24802 258 4 : : PUNCT eblip-24802 258 5 american american PROPN eblip-24802 258 6 library library PROPN eblip-24802 258 7 association association PROPN eblip-24802 258 8 . . PUNCT eblip-24802 258 9     SPACE eblip-24802 259 1 nackerud nackerud PROPN eblip-24802 259 2 , , PUNCT eblip-24802 259 3 s. s. PROPN eblip-24802 259 4 , , PUNCT eblip-24802 259 5 fransen fransen PROPN eblip-24802 259 6 , , PUNCT eblip-24802 259 7 j. j. PROPN eblip-24802 259 8 , , PUNCT eblip-24802 259 9 peterson peterson PROPN eblip-24802 259 10 , , PUNCT eblip-24802 259 11 k. k. PROPN eblip-24802 259 12 , , PUNCT eblip-24802 259 13 & & CCONJ eblip-24802 259 14 mastel mastel PROPN eblip-24802 259 15 , , PUNCT eblip-24802 259 16 k. k. PROPN eblip-24802 259 17 ( ( PUNCT eblip-24802 259 18 2013 2013 NUM eblip-24802 259 19 ) ) PUNCT eblip-24802 259 20 . . PUNCT eblip-24802 260 1 analyzing analyze VERB eblip-24802 260 2 demographics demographic NOUN eblip-24802 260 3 : : PUNCT eblip-24802 260 4 assessing assess VERB eblip-24802 260 5 library library NOUN eblip-24802 260 6 use use NOUN eblip-24802 260 7 across across ADP eblip-24802 260 8 the the DET eblip-24802 260 9 institution institution NOUN eblip-24802 260 10 . . PUNCT eblip-24802 260 11     SPACE eblip-24802 261 1 portal portal ADJ eblip-24802 261 2 : : PUNCT eblip-24802 261 3 libraries library NOUN eblip-24802 261 4 and and CCONJ eblip-24802 261 5 the the DET eblip-24802 261 6 academy academy NOUN eblip-24802 261 7 , , PUNCT eblip-24802 261 8     SPACE eblip-24802 261 9 13(2 13(2 NOUN eblip-24802 261 10 ) ) PUNCT eblip-24802 261 11 , , PUNCT eblip-24802 261 12 131 131 NUM eblip-24802 261 13 - - SYM eblip-24802 261 14 145 145 NUM eblip-24802 261 15 . . PUNCT eblip-24802 262 1 http://dx.doi.org/doi:10.1353/pla.2013.0017 http://dx.doi.org/doi:10.1353/pla.2013.0017 PROPN eblip-24802 262 2     SPACE eblip-24802 262 3 naylor naylor PROPN eblip-24802 262 4 , , PUNCT eblip-24802 262 5 m. m. NOUN eblip-24802 262 6 , , PUNCT eblip-24802 262 7 & & CCONJ eblip-24802 262 8 walsh walsh PROPN eblip-24802 262 9 , , PUNCT eblip-24802 262 10 k. k. PROPN eblip-24802 262 11 ( ( PUNCT eblip-24802 262 12 1994 1994 NUM eblip-24802 262 13 ) ) PUNCT eblip-24802 262 14 . . PUNCT eblip-24802 263 1 a a DET eblip-24802 263 2 time time NOUN eblip-24802 263 3 - - PUNCT eblip-24802 263 4 series series NOUN eblip-24802 263 5 model model NOUN eblip-24802 263 6 for for ADP eblip-24802 263 7 academic academic ADJ eblip-24802 263 8 library library NOUN eblip-24802 263 9 data datum NOUN eblip-24802 263 10 using use VERB eblip-24802 263 11 intervention intervention NOUN eblip-24802 263 12 analysis analysis NOUN eblip-24802 263 13 . . PUNCT eblip-24802 263 14     SPACE eblip-24802 264 1 library library PROPN eblip-24802 264 2 & & CCONJ eblip-24802 264 3 information information NOUN eblip-24802 264 4 science science PROPN eblip-24802 264 5 research research NOUN eblip-24802 264 6 , , PUNCT eblip-24802 264 7     SPACE eblip-24802 264 8 16(4 16(4 NUM eblip-24802 264 9 ) ) PUNCT eblip-24802 264 10 , , PUNCT eblip-24802 264 11 299 299 NUM eblip-24802 264 12 - - SYM eblip-24802 264 13 314 314 NUM eblip-24802 264 14 . . PUNCT eblip-24802 265 1 http://dx.doi.org/doi:10.1016/0740-8188(94)90054-x http://dx.doi.org/doi:10.1016/0740-8188(94)90054-x PROPN eblip-24802 265 2     SPACE eblip-24802 265 3 pankratz pankratz NOUN eblip-24802 265 4 , , PUNCT eblip-24802 265 5 a. a. NOUN eblip-24802 265 6 ( ( PUNCT eblip-24802 265 7 1991 1991 NUM eblip-24802 265 8 ) ) PUNCT eblip-24802 265 9 . . PUNCT eblip-24802 266 1 forecasting forecast VERB eblip-24802 266 2 with with ADP eblip-24802 266 3 dynamic dynamic ADJ eblip-24802 266 4 regression regression NOUN eblip-24802 266 5 models model NOUN eblip-24802 266 6 . . PUNCT eblip-24802 267 1 new new PROPN eblip-24802 267 2 york york PROPN eblip-24802 267 3 : : PUNCT eblip-24802 267 4 wiley wiley PROPN eblip-24802 267 5 . . PUNCT eblip-24802 268 1 park park PROPN eblip-24802 268 2 , , PUNCT eblip-24802 268 3 m. m. NOUN eblip-24802 268 4 , , PUNCT eblip-24802 268 5 & & CCONJ eblip-24802 268 6 lee lee PROPN eblip-24802 268 7 , , PUNCT eblip-24802 268 8 t. t. PROPN eblip-24802 268 9 s. s. PROPN eblip-24802 268 10 ( ( PUNCT eblip-24802 268 11 2013 2013 NUM eblip-24802 268 12 ) ) PUNCT eblip-24802 268 13 . . PUNCT eblip-24802 269 1 understanding understand VERB eblip-24802 269 2 science science NOUN eblip-24802 269 3 and and CCONJ eblip-24802 269 4 technology technology NOUN eblip-24802 269 5 information information NOUN eblip-24802 269 6 users user NOUN eblip-24802 269 7 through through ADP eblip-24802 269 8 transaction transaction NOUN eblip-24802 269 9 log log VERB eblip-24802 269 10 analysis analysis NOUN eblip-24802 269 11 . . PUNCT eblip-24802 269 12     SPACE eblip-24802 270 1 library library NOUN eblip-24802 270 2 hi hi INTJ eblip-24802 270 3 tech tech NOUN eblip-24802 270 4 , , PUNCT eblip-24802 270 5     SPACE eblip-24802 270 6 31(1 31(1 NUM eblip-24802 270 7 ) ) PUNCT eblip-24802 270 8 , , PUNCT eblip-24802 270 9 123 123 NUM eblip-24802 270 10 - - SYM eblip-24802 270 11 140 140 NUM eblip-24802 270 12 . . PUNCT eblip-24802 271 1 http://dx.doi.org/10.1108/07378831311303976 http://dx.doi.org/10.1108/07378831311303976 VERB eblip-24802 271 2     SPACE eblip-24802 271 3 pierce pierce PROPN eblip-24802 271 4 , , PUNCT eblip-24802 271 5 d. d. PROPN eblip-24802 271 6 a. a. PROPN eblip-24802 271 7 ( ( PUNCT eblip-24802 271 8 1979 1979 NUM eblip-24802 271 9 ) ) PUNCT eblip-24802 271 10 . . PUNCT eblip-24802 272 1 r r NOUN eblip-24802 272 2 2 2 NUM eblip-24802 272 3 measures measure NOUN eblip-24802 272 4 for for ADP eblip-24802 272 5 time time NOUN eblip-24802 272 6 series series PROPN eblip-24802 272 7 . . PUNCT eblip-24802 273 1 journal journal PROPN eblip-24802 273 2 of of ADP eblip-24802 273 3 the the DET eblip-24802 273 4 american american PROPN eblip-24802 273 5 statistical statistical PROPN eblip-24802 273 6 association association PROPN eblip-24802 273 7 , , PUNCT eblip-24802 273 8 74(368 74(368 PROPN eblip-24802 273 9 ) ) PUNCT eblip-24802 273 10 , , PUNCT eblip-24802 273 11 901 901 NUM eblip-24802 273 12 - - SYM eblip-24802 273 13 910 910 NUM eblip-24802 273 14 . . PUNCT eblip-24802 273 15     SPACE eblip-24802 274 1 tenopir tenopir PROPN eblip-24802 274 2 , , PUNCT eblip-24802 274 3 c. c. PROPN eblip-24802 274 4 ( ( PUNCT eblip-24802 274 5 2013 2013 NUM eblip-24802 274 6 ) ) PUNCT eblip-24802 274 7 . . PUNCT eblip-24802 275 1 building build VERB eblip-24802 275 2 evidence evidence NOUN eblip-24802 275 3 of of ADP eblip-24802 275 4 the the DET eblip-24802 275 5 value value NOUN eblip-24802 275 6 and and CCONJ eblip-24802 275 7 impact impact NOUN eblip-24802 275 8 of of ADP eblip-24802 275 9 library library NOUN eblip-24802 275 10 and and CCONJ eblip-24802 275 11 information information NOUN eblip-24802 275 12 services service NOUN eblip-24802 275 13 : : PUNCT eblip-24802 275 14 methods method NOUN eblip-24802 275 15 , , PUNCT eblip-24802 275 16 metrics metric NOUN eblip-24802 275 17 and and CCONJ eblip-24802 275 18 roi roi NOUN eblip-24802 275 19 . . PUNCT eblip-24802 275 20     SPACE eblip-24802 275 21 evidence evidence NOUN eblip-24802 275 22 based base VERB eblip-24802 275 23 library library NOUN eblip-24802 275 24 and and CCONJ eblip-24802 275 25 information information NOUN eblip-24802 275 26 practice practice NOUN eblip-24802 275 27 , , PUNCT eblip-24802 275 28     SPACE eblip-24802 275 29 8(2 8(2 NUM eblip-24802 275 30 ) ) PUNCT eblip-24802 275 31 , , PUNCT eblip-24802 275 32 270 270 NUM eblip-24802 275 33 - - SYM eblip-24802 275 34 274 274 NUM eblip-24802 275 35 . . PUNCT eblip-24802 275 36 retrieved retrieve VERB eblip-24802 275 37 from from ADP eblip-24802 275 38 https://ejournals.library.ualberta.ca/index.php/eblip https://ejournals.library.ualberta.ca/index.php/eblip ADJ eblip-24802 275 39     SPACE eblip-24802 275 40 vigen vigen NOUN eblip-24802 275 41 , , PUNCT eblip-24802 275 42 t. t. NOUN eblip-24802 275 43 spurious spurious ADJ eblip-24802 275 44 correlations correlation NOUN eblip-24802 275 45 . . PUNCT eblip-24802 275 46 retrieved retrieve VERB eblip-24802 275 47 19 19 NUM eblip-24802 275 48 feb feb NOUN eblip-24802 275 49 2015 2015 NUM eblip-24802 275 50 from from ADP eblip-24802 275 51 http://www.tylervigen.com/spurious-correlations http://www.tylervigen.com/spurious-correlation NOUN eblip-24802 275 52     SPACE eblip-24802 275 53 wood wood NOUN eblip-24802 275 54 , , PUNCT eblip-24802 275 55 p. p. NOUN eblip-24802 275 56 a. a. NOUN eblip-24802 275 57 , , PUNCT eblip-24802 275 58 & & CCONJ eblip-24802 275 59 walther walther PROPN eblip-24802 275 60 , , PUNCT eblip-24802 275 61 j. j. PROPN eblip-24802 275 62 h. h. PROPN eblip-24802 275 63 ( ( PUNCT eblip-24802 275 64 2000 2000 NUM eblip-24802 275 65 ) ) PUNCT eblip-24802 275 66 . . PUNCT eblip-24802 276 1 the the DET eblip-24802 276 2 future future NOUN eblip-24802 276 3 of of ADP eblip-24802 276 4 academic academic ADJ eblip-24802 276 5 libraries library NOUN eblip-24802 276 6 : : PUNCT eblip-24802 276 7 changing change VERB eblip-24802 276 8 formats format NOUN eblip-24802 276 9 and and CCONJ eblip-24802 276 10 changing change VERB eblip-24802 276 11 delivery delivery NOUN eblip-24802 276 12 . . PUNCT eblip-24802 276 13     SPACE eblip-24802 277 1 the the DET eblip-24802 277 2 bottom bottom ADJ eblip-24802 277 3 line line NOUN eblip-24802 277 4 , , PUNCT eblip-24802 277 5 13(4 13(4 NUM eblip-24802 277 6 ) ) PUNCT eblip-24802 277 7 , , PUNCT eblip-24802 277 8 173 173 NUM eblip-24802 277 9 - - SYM eblip-24802 277 10 182 182 NUM eblip-24802 277 11 . . PUNCT eblip-24802 278 1 http://dx.doi.org/10.1108/08880450010355904 http://dx.doi.org/10.1108/08880450010355904 VERB eblip-24802 278 2     SPACE eblip-24802 278 3 zivot zivot PROPN eblip-24802 278 4 , , PUNCT eblip-24802 278 5 e. e. PROPN eblip-24802 278 6 , , PUNCT eblip-24802 278 7 & & CCONJ eblip-24802 278 8 wang wang PROPN eblip-24802 278 9 , , PUNCT eblip-24802 278 10 j. j. PROPN eblip-24802 278 11 ( ( PUNCT eblip-24802 278 12 2007 2007 NUM eblip-24802 278 13 ) ) PUNCT eblip-24802 278 14 . . PUNCT eblip-24802 279 1 modeling model VERB eblip-24802 279 2 financial financial ADJ eblip-24802 279 3 time time NOUN eblip-24802 279 4 series series NOUN eblip-24802 279 5 with with ADP eblip-24802 279 6 s s NOUN eblip-24802 279 7 - - PUNCT eblip-24802 279 8 plus plus ADJ eblip-24802 279 9 ® ® NOUN eblip-24802 279 10 ( ( PUNCT eblip-24802 279 11 2nd 2nd ADJ eblip-24802 279 12 ed ed NOUN eblip-24802 279 13 . . PUNCT eblip-24802 279 14 ) ) PUNCT eblip-24802 279 15 . . PUNCT eblip-24802 280 1 new new PROPN eblip-24802 280 2 york york PROPN eblip-24802 280 3 : : PUNCT eblip-24802 280 4 springer springer NOUN eblip-24802 280 5 . . PUNCT eblip-24802 280 6     SPACE