id sid eid entity type m-392 2 1 n. el-saeiti1 PERSON m-392 2 2 khalil mostafa alsawi2 PERSON m-392 3 1 1 CARDINAL m-392 3 2 2 CARDINAL m-392 3 3 3 CARDINAL m-392 3 4 linear ORG m-392 3 5 linear ORG m-392 4 1 generalized linear models ORG m-392 4 2 poisson PERSON m-392 6 1 generalized linear models ORG m-392 8 1 poisson-gamma ORG m-392 12 1 linear ORG m-392 12 2 poisson-gamma h -likelihood ORG m-392 13 1 linear ORG m-392 13 2 one CARDINAL m-392 16 1 one CARDINAL m-392 17 1 1 CARDINAL m-392 18 1 ijo international journal of mathematics ORG m-392 18 2 3| CARDINAL m-392 18 3 12| CARDINAL m-392 18 4 december DATE m-392 18 5 2020 DATE m-392 18 6 18 CARDINAL m-392 19 1 poisson ORG m-392 19 2 2006 DATE m-392 21 1 generalized linear models ORG m-392 23 1 linear ORG m-392 24 1 glmms ORG m-392 24 2 generalized linear models ORG m-392 24 3 lee PERSON m-392 24 4 2006 DATE m-392 24 5 2 CARDINAL m-392 24 6 searle ORG m-392 24 7 2001 DATE m-392 26 1 lee PERSON m-392 26 2 nelder's ( ORG m-392 26 3 1996 DATE m-392 26 4 poisson PERSON m-392 27 1 2013, 2014 DATE m-392 27 2 lalonde PERSON m-392 27 3 2009 DATE m-392 31 1 el-saeiti GPE m-392 31 2 2015 DATE m-392 32 1 el-saeiti GPE m-392 32 2 2015 DATE m-392 32 3 3| CARDINAL m-392 33 1 12| CARDINAL m-392 33 2 december DATE m-392 33 3 2020 DATE m-392 33 4 19 CARDINAL m-392 34 1 two CARDINAL m-392 36 1 linear ORG m-392 37 1 lee PERSON m-392 37 2 ryan PERSON m-392 37 3 2017 CARDINAL m-392 38 1 poisson PERSON m-392 40 1 poisson-gamma hglm PERSON m-392 40 2 lee PERSON m-392 40 3 nelder ORG m-392 40 4 1996 DATE m-392 41 1 poisson-gamma hglm PERSON m-392 42 1 poisson gamma hglm ORG m-392 42 2 one CARDINAL m-392 42 3 2013 DATE m-392 43 1 poisson data yi ORG m-392 43 2 poisson(λi ORG m-392 47 1 g(µi ORG m-392 48 1 shen ORG m-392 48 2 2010 DATE m-392 48 3 3 CARDINAL m-392 48 4 ijo international journal ORG m-392 48 5 3| CARDINAL m-392 48 6 12| CARDINAL m-392 48 7 december DATE m-392 48 8 2020 DATE m-392 48 9 20 CARDINAL m-392 48 10 1996 DATE m-392 49 1 three CARDINAL m-392 49 2 1 CARDINAL m-392 49 3 ~ poi PERSON m-392 49 4 2 CARDINAL m-392 49 5 η = xβ PERSON m-392 50 1 3 CARDINAL m-392 50 2 η = ln(λi PERSON m-392 50 3 lee PERSON m-392 50 4 1996 DATE m-392 50 5 2001 DATE m-392 51 1 1994 DATE m-392 56 1 1997 DATE m-392 64 1 ijo international journal of mathematics ORG m-392 64 2 3| CARDINAL m-392 64 3 12| CARDINAL m-392 64 4 december DATE m-392 64 5 2020 DATE m-392 64 6 21 DATE m-392 65 1 el-saeiti GPE m-392 65 2 2013 DATE m-392 65 3 2019 DATE m-392 68 1 1 CARDINAL m-392 68 2 2 CARDINAL m-392 68 3 3 CARDINAL m-392 68 4 4 CARDINAL m-392 69 1 1 CARDINAL m-392 69 2 less than 0.05 CARDINAL m-392 70 1 1 CARDINAL m-392 70 2 0.032 CARDINAL m-392 70 3 n=50 ORG m-392 70 4 0.048 CARDINAL m-392 70 5 0.043 CARDINAL m-392 70 6 n=50 ORG m-392 70 7 0.076 CARDINAL m-392 70 8 k=50 PERSON m-392 70 9 0.042 CARDINAL m-392 70 10 0.040 CARDINAL m-392 70 11 n=50 ORG m-392 71 1 1 CARDINAL m-392 71 2 n=5 n=10 PERSON m-392 71 3 n=50 n=5 n=10 PERSON m-392 71 4 n=50 n=5 n=10 PERSON m-392 71 5 n=50 ORG m-392 71 6 ijo international journal ORG m-392 71 7 3| CARDINAL m-392 71 8 12| CARDINAL m-392 71 9 december DATE m-392 71 10 2020 DATE m-392 71 11 22 DATE m-392 71 12 0.05 CARDINAL m-392 72 1 5,10,50 CARDINAL m-392 72 2 3 CARDINAL m-392 72 3 10 DATE m-392 72 4 50 CARDINAL m-392 72 5 0.2 CARDINAL m-392 72 6 zero CARDINAL m-392 72 7 2 CARDINAL m-392 72 8 k=3 n=5 n=10 PERSON m-392 72 9 n=50 GPE m-392 73 1 n=5 n=10 PERSON m-392 73 2 n=50 PERSON m-392 73 3 0.1994582 0.1980559 PRODUCT m-392 74 1 0.2017183 0.2022803 MONEY m-392 74 2 3.240238e-05 CARDINAL m-392 74 3 k=50 n=5 n=10 PERSON m-392 74 4 n=50 ORG m-392 74 5 2 CARDINAL m-392 74 6 1,000 CARDINAL m-392 75 1 2.1 CARDINAL m-392 75 2 2.2 CARDINAL m-392 76 1 0.188 CARDINAL m-392 76 2 0.19 MONEY m-392 76 3 0.196 MONEY m-392 76 4 0.206 CARDINAL m-392 76 5 n=5 ORG m-392 76 6 n=5 PERSON m-392 76 7 -0.01 CARDINAL m-392 76 8 0.005 0.01 0.015 QUANTITY m-392 76 9 n=5 n=10 PERSON m-392 76 10 n=50 n=5 n=10 PERSON m-392 76 11 n=50 n=5 n=10 PERSON m-392 76 12 n=50 GPE m-392 76 13 ijo international journal ORG m-392 76 14 3| CARDINAL m-392 76 15 12| CARDINAL m-392 76 16 december DATE m-392 76 17 2020 DATE m-392 76 18 23 CARDINAL m-392 76 19 3 CARDINAL m-392 76 20 5,10 CARDINAL m-392 76 21 50 CARDINAL m-392 76 22 3 CARDINAL m-392 76 23 10 DATE m-392 76 24 50 CARDINAL m-392 78 1 1000 CARDINAL m-392 80 1 3 CARDINAL m-392 80 2 k=3 n=5 n=10 PERSON m-392 80 3 n=50 ORG m-392 80 4 0.801 CARDINAL m-392 80 5 0.963 1.000 MONEY m-392 80 6 n=50 ORG m-392 80 7 1.000 1.000 1.000 1.000 1.000 1.000 MONEY m-392 80 8 k=50 n=5 n=10 PERSON m-392 80 9 n=50 ORG m-392 80 10 1.000 1.000 1.000 1.000 1.000 1.000 MONEY m-392 80 11 3 CARDINAL m-392 81 1 1 CARDINAL m-392 83 1 4 CARDINAL m-392 83 2 5,10 CARDINAL m-392 83 3 50 CARDINAL m-392 83 4 3,10 CARDINAL m-392 83 5 50 CARDINAL m-392 84 1 1000 CARDINAL m-392 85 1 2005 DATE m-392 86 1 4 CARDINAL m-392 86 2 fig.(4 ORG m-392 87 1 k=3 n=5 n=10 PERSON m-392 87 2 n=50 GPE m-392 87 3 0.01862745 k=10 n=5 n=10 PERSON m-392 87 4 n=50 GPE m-392 87 5 0.03354806 CARDINAL m-392 87 6 k=50 PERSON m-392 87 7 n=5 n=10 PERSON m-392 87 8 n=50 GPE m-392 87 9 0.01423205 CARDINAL m-392 87 10 3| CARDINAL m-392 87 11 12| CARDINAL m-392 87 12 december DATE m-392 87 13 2020 DATE m-392 87 14 24 CARDINAL m-392 87 15 4 CARDINAL m-392 87 16 4 CARDINAL m-392 87 17 hglm poisson PERSON m-392 87 18 linear ORG m-392 90 1 two CARDINAL m-392 95 1 0.01 0.02 0.03 0.04 0.05 QUANTITY m-392 95 2 n=5 n=10 PERSON m-392 95 3 n=50 n=5 n=10 PERSON m-392 95 4 n=50 n=5 n=10 PERSON m-392 95 5 n=50 ORG m-392 95 6 ijo international journal ORG m-392 95 7 3| CARDINAL m-392 95 8 12| CARDINAL m-392 95 9 december DATE m-392 96 1 2020 DATE m-392 96 2 25 CARDINAL m-392 96 3 el-saeiti GPE m-392 96 4 i. n. PERSON m-392 96 5 2014 DATE m-392 97 1 aip ORG m-392 97 2 1643 CARDINAL m-392 97 3 80 CARDINAL m-392 97 4 i. n. PERSON m-392 97 5 2015 DATE m-392 100 1 el-saeiti ORG m-392 100 2 i. n. PERSON m-392 100 3 2019 DATE m-392 102 1 libyan journal of science & technology ORG m-392 103 1 10:1 CARDINAL m-392 103 2 20-22 DATE m-392 104 1 el-saeiti GPE m-392 104 2 i. n.(2013 PERSON m-392 105 1 university of northern colorado ORG m-392 109 1 7 CARDINAL m-392 109 2 2577–2594 CARDINAL m-392 109 3 a. PERSON m-392 109 4 2005 DATE m-392 111 1 526 CARDINAL m-392 112 1 d. pierre-loti PERSON m-392 113 1 2012 DATE m-392 113 2 poisson-gamma hglm ORG m-392 114 1 lalonde PERSON m-392 114 2 t. l. PERSON m-392 114 3 2009 DATE m-392 115 1 linear ORG m-392 116 1 university of northern colorado ORG m-392 117 1 lee PERSON m-392 117 2 j. a. PERSON m-392 117 3 2006 DATE m-392 118 1 linear ORG m-392 119 1 55 DATE m-392 119 2 139 CARDINAL m-392 120 1 lee PERSON m-392 120 2 j.(1996 PERSON m-392 120 3 generalized linear models journal ORG m-392 120 4 58 DATE m-392 120 5 4 CARDINAL m-392 120 6 619-678 CARDINAL m-392 121 1 maria PERSON m-392 121 2 a.(1997 PERSON m-392 121 3 1997 DATE m-392 122 1 mcculloch GPE m-392 122 2 c.e. GPE m-392 122 3 linear ORG m-392 123 1 ny ORG m-392 123 2 john wiley & sons, inc. ORG m-392 123 3 l. GPE m-392 123 4 alam PERSON m-392 123 5 m. and shen PERSON m-392 123 6 x. GPE m-392 123 7 2010 DATE m-392 123 8 ijo international journal of mathematics ORG m-392 123 9 3| CARDINAL m-392 124 1 12| CARDINAL m-392 124 2 december DATE m-392 124 3 2020 DATE m-392 124 4 26 CARDINAL m-392 124 5 appendix mydata=function(seed PERSON m-392 125 1 1 CARDINAL m-392 125 2 0.2 CARDINAL m-392 125 3 3.1 ########## MONEY m-392 125 4 ### n.clus MONEY m-392 126 1 0.2 # CARDINAL m-392 126 2 1 # CARDINAL m-392 126 3 matrix(0,nn ORG m-392 126 4 0 DATE m-392 127 1 rnorm(nn PERSON m-392 127 2 0 DATE m-392 127 3 # MONEY m-392 127 4 # MONEY m-392 128 1 eta ORG m-392 128 2 ########################################### # MONEY m-392 128 3 # MONEY m-392 128 4 # ######## MONEY m-392 128 5 library(mass MONEY m-392 128 6 0.05 CARDINAL m-392 128 7 1 CARDINAL m-392 129 1 y=datta$y PERSON m-392 129 2 datta$x_d PERSON m-392 129 3 # CARDINAL m-392 129 4 = log PERSON m-392 129 5 ijo international journal of mathematics ORG m-392 129 6 3| CARDINAL m-392 129 7 12| CARDINAL m-392 129 8 december DATE m-392 129 9 2020 DATE m-392 129 10 27 CARDINAL m-392 129 11 2 CARDINAL m-392 129 12 typei2 DATE m-392 130 1 be21 PRODUCT m-392 131 1 be22