Table 5.
Parameter estimates for transitions probabilities in the Nun Study data (base state: 1=Intact Cognition)
Risk Factors | State | Naïve Model | Model without baseline | Model with baseline | |||
---|---|---|---|---|---|---|---|
estimates | s.e | estimates | s.e | estimates | s.e | ||
Age | 2 | 0.052* | 0.0135 | 0.134* | 0.0226 | 0.160* | 0.0216 |
3 | 0.129* | 0.0170 | 0.213* | 0.0248 | 0.240* | 0.0242 | |
4 | 0.120* | 0.0177 | 0.201* | 0.0275 | 0.229* | 0.0270 | |
5 | 0.140* | 0.0195 | 0.223* | 0.0266 | 0.250* | 0.0260 | |
APOE-4 | 2 | 0.548* | 0.1785 | 1.145* | 0.3438 | 1.652* | 0.4006 |
3 | 0.863* | 0.2160 | 1.522* | 0.3656 | 2.035* | 0.4197 | |
4 | 1.199* | 0.2206 | 1.645* | 0.3896 | 2.149* | 0.4411 | |
5 | 0.651* | 0.2561 | 1.310* | 0.3910 | 1.825* | 0.4420 | |
Prior State: | |||||||
Intact Cognition | 2 | −1.811* | 0.3208 | −0.839* | 0.3741 | −0.414 | 0.3660 |
3 | −4.358* | 0.3101 | −3.350* | 0.3657 | −2.934* | 0.3566 | |
4 | −7.943* | 0.5212 | −4.831* | 0.5696 | −4.414* | 0.5637 | |
5 | −4.054* | 0.3375 | −3.044* | 0.3894 | −2.630* | 0.3809 | |
MCI | 2 | 0.576 | 0.3210 | 0.397 | 0.3578 | 0.315 | 0.3632 |
3 | −2.458* | 0.2985 | −2.643* | 0.3381 | −2.728* | 0.3434 | |
4 | −4.124* | 0.2977 | −2.190* | 0.3570 | −2.275* | 0.3622 | |
5 | −2.228* | 0.3192 | −2.465* | 0.3565 | −2.548* | 0.3615 | |
σ | NA | NA | 1.638* | 0.2097 | 2.071* | 0.1973 |
significant at P < 0.05
States: 2=Mild cognitive impairment I, 3=Global impairment, 4=Dementia, 5=Death