Skip to main content
. Author manuscript; available in PMC: 2023 Jan 1.
Published in final edited form as: Stat Biopharm Res. 2020 Nov 5;14(2):153–161. doi: 10.1080/19466315.2020.1819403

Table 1:

Summary of simulation results based on full data (negative binomial regression).

Treatment Switch No Treatment Switch
Parameter True Mean SD SE Mean SD SE CP
n = 200, non-informative censoring
α 1.000 1.0032 0.1341 0.1329 0.9823 0.1354 0.1350 0.931
β 0 1.609 1.5962 0.1106 0.1108 1.5988 0.1142 0.1095 0.943
β 1 −0.500 −0.2825 0.1586 0.1587 −0.5039 0.1630 0.1595 0.940
β 2 0.500 0.5007 0.1582 0.1606 0.4997 0.1646 0.1619 0.946
n = 400, non-informative censoring
α 1.000 1.0127 0.0941 0.0944 0.9919 0.0971 0.0960 0.941
β 0 1.609 1.6043 0.0784 0.0784 1.6030 0.0795 0.0776 0.940
β 1 −0.500 −0.2862 0.1131 0.1122 −0.5027 0.1139 0.1128 0.948
β 2 0.500 0.5028 0.1133 0.1133 0.5012 0.1153 0.1137 0.956
n = 200, informative censoring
α 1.000 1.0960 0.1448 0.1419 0.9790 0.1298 0.1345 0.941
β 0 1.609 1.6000 0.1118 0.1149 1.5977 0.1141 0.1097 0.946
β 1 −0.500 −0.2216 0.1741 0.1641 −0.4974 0.1659 0.1592 0.939
β 2 0.500 0.4974 0.1701 0.1664 0.4935 0.1574 0.1613 0.945
n = 400, informative censoring
α 1.000 1.1087 0.1072 0.1011 0.9897 0.0971 0.0957 0.940
β 0 1.609 1.6061 0.0784 0.0813 1.6032 0.0781 0.0776 0.944
β 1 −0.500 −0.2238 0.1219 0.1161 −0.5006 0.1139 0.1126 0.946
β 2 0.500 0.4997 0.1215 0.1169 0.5010 0.1134 0.1137 0.952

Mean, sample average of the parameter estimates; SD, sample standard deviation of the parameter estimates; SE, sample average of the standard error estimates; CP, empirical coverage probability of the 95% confidence intervals.