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. Author manuscript; available in PMC: 2016 May 1.
Published in final edited form as: Stat Biosci. 2013 May 24;7(1):19–47. doi: 10.1007/s12561-013-9091-z

Table 1.

Summary of simulation results of maximum likelihood estimation for binary longitudinal outcomes and survival time.

n=200 n=400
ψ Par. TRUE Est. SSD ESE CP Est. SSD ESE CP
−1 β 0 −1 −1.019 .271 .273 .953 −1.002 .189 .192 .960
β 1 1 1.018 .235 .241 .962 1.000 .169 .169 .951
β 2 − .5 − .494 .413 .396 .942 − .498 .275 .277 .946
β 3 − .5 − .469 .223 .221 .947 − .484 .158 .154 .946
σb2 .5 .518 .216 .270 .966 .519 .164 .190 .955
ψ −1 − .967 .471 .584 .923 − .988 .364 .420 .921
γ 1 −1 −1.002 .242 .254 .961 −1.002 .177 .183 .960
γ 2 1 1.001 .379 .393 .962 .995 .278 .279 .953
Λ( .9) .9 .922 .228 .227 .959 .909 .167 .157 .943
Λ(1:4) 1.4 1.442 .397 .389 .944 1.421 .283 .269 .952
Λ(1:9) 1.9 1.956 .594 .600 .953 1.950 .456 .426 .949
0 β 0 −1 −1.016 .281 .276 .957 −1.004 .191 .193 .956
β 1 1 1.003 .258 .247 .936 .994 .170 .173 .957
β 2 − .5 − .476 .414 .401 .941 −.485 .275 .281 .959
β 3 − .5 − .496 .235 .238 .957 −.498 .169 .167 .948
σb2 .5 .500 .233 .287 .957 .497 .181 .200 .952
ψ 0 .021 .331 .378 .996 .001 .235 .244 .990
γ 1 −1 −1.031 .197 .191 .949 −1.014 .133 .131 .953
γ 2 1 1.036 .314 .315 .953 1.015 .223 .218 .944
Λ( .9) .9 .912 .189 .187 .952 .906 .134 .129 .942
Λ(1:4) 1.4 1.450 .315 .307 .958 1.418 .215 .207 .950
Λ(1:9) 1.9 1.990 .485 .464 .948 1.935 .322 .308 .948
1 β 0 −1 −1.014 .273 .284 .952 −1.007 .200 .198 .955
β 1 1 1.017 .252 .251 .956 1.011 .176 .176 .952
β 2 − .5 − .518 .428 .412 .953 − .512 .287 .287 .950
β 3 − .5 − .540 .245 .248 .954 − .520 .176 .174 .946
σb2 .5 .543 .250 .300 .947 .524 .179 .209 .966
ψ 1 .956 .488 .609 .898 .992 .366 .450 .930
γ 1 −1 −1.000 .264 .255 .945 − .998 .176 .183 .953
γ 2 1 1.009 .381 .395 .961 .990 .283 .280 .953
Λ( .9) .9 .921 .235 .228 .961 .918 .166 .159 .937
Λ(1:4) 1.4 1.443 .412 .393 .963 1.430 .275 .271 .956
Λ(1.9) 1.9 1.976 .677 .620 .957 1.946 .416 .424 .959