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 | |
| .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 | |
| .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 | |
| .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 | |