Table 2.
Summary of simulation results of maximum likelihood estimation for Poisson longitudinal outcomes and survival time.
| n=200 | n=400 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ψ | Par. | TRUE | Est. | SSD | ESE | CP | Est. | SSD | ESE | CP |
| −1 | β 0 | −1 | − .995 | .203 | .196 | .940 | −1.005 | .138 | .138 | .948 |
| β 1 | 1 | .998 | .178 | .171 | .942 | 1.007 | .119 | .121 | .945 | |
| β 2 | − .5 | − .510 | .273 | .264 | .946 | − .502 | .192 | .186 | .935 | |
| β 3 | − .5 | − .489 | .150 | .151 | .950 | − .492 | .107 | .106 | .949 | |
| .2 | .196 | .074 | .092 | .983 | .200 | .055 | .065 | .976 | ||
| ψ | −1 | −1.038 | .716 | .771 | .947 | −1.003 | .503 | .514 | .934 | |
| γ 1 | −1 | −1.025 | .227 | .228 | .969 | −1.014 | .160 | .158 | .954 | |
| γ 2 | 1 | 1.034 | .371 | .358 | .947 | 1.009 | .248 | .248 | .959 | |
| Λ( .9) | .9 | .918 | .222 | .208 | .943 | .909 | .141 | .142 | .944 | |
| Λ(1.4) | 1.4 | 1.456 | .403 | .357 | .943 | 1.424 | .235 | .237 | .953 | |
| Λ(1:9) | 1.9 | 1.999 | .632 | .560 | .953 | 1.948 | .368 | .366 | .961 | |
| 0 | β 0 | −1 | −1.007 | .202 | .199 | .943 | −1.003 | .137 | .140 | .957 |
| β 1 | 1 | 1.010 | .184 | .175 | .932 | .998 | .120 | .124 | .951 | |
| β 2 | − .5 | − .513 | .283 | .268 | .937 | − .505 | .193 | .189 | .942 | |
| β 3 | − .5 | − .500 | .164 | .161 | .951 | − .489 | .114 | .114 | .950 | |
| .2 | .199 | .074 | .097 | .981 | .206 | .055 | .070 | .973 | ||
| ψ | 0 | .006 | .571 | .610 | .993 | .011 | .391 | .387 | .978 | |
| γ 1 | −1 | −1.039 | .188 | .194 | .958 | −1.015 | .128 | .132 | .953 | |
| γ 2 | 1 | 1.021 | .326 | .319 | .948 | 1.003 | .226 | .219 | .944 | |
| Λ( .9) | .9 | .917 | .191 | .188 | .952 | .909 | .129 | .130 | .950 | |
| Λ(1.4) | 1.4 | 1.448 | .313 | .308 | .953 | 1.432 | .206 | .210 | .950 | |
| Λ(1.9) | 1.9 | 2.006 | .478 | .473 | .954 | 1.966 | .312 | .316 | .950 | |
| 1 | β 0 | −1 | −1.014 | .195 | .202 | .952 | −1.004 | .138 | .142 | .954 |
| β 1 | 1 | 1.014 | .180 | .178 | .954 | 1.008 | .126 | .125 | .951 | |
| β 2 | − .5 | − .512 | .273 | .271 | .947 | − .511 | .190 | .191 | .945 | |
| β 3 | − .5 | − .514 | .174 | .172 | .943 | − .509 | .123 | .122 | .959 | |
| .2 | .201 | .083 | .098 | .967 | .204 | .060 | .070 | .960 | ||
| ψ | 1 | .993 | .664 | .768 | .942 | 1.008 | .477 | .512 | .942 | |
| γ 1 | −1 | −1.030 | .230 | .224 | .952 | −1.003 | .158 | .157 | .950 | |
| γ 2 | 1 | 1.014 | .363 | .354 | .949 | 1.006 | .252 | .247 | .942 | |
| Λ( .9) | .9 | .925 | .22 | .207 | .949 | .91 | .144 | .142 | .948 | |
| Λ(1.4) | 1.4 | 1.46 | .389 | .351 | .95 | 1.435 | .246 | .237 | .942 | |
| Λ(1.9) | 1.9 | 2.018 | .639 | .554 | .957 | 1.957 | .373 | .365 | .947 | |