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. Author manuscript; available in PMC: 2015 Dec 1.
Published in final edited form as: Comput Stat Data Anal. 2014 Dec 1;80:78–88. doi: 10.1016/j.csda.2014.06.014

Table 5.

Maximum likelihood estimates (SE) of Model parameters in the Nun study for two models (base state: 1=Intact Cognition)

Weibull Model Cox PH Model

Risk Factors State Estimates s.e e.s.e. Estimates s.e e.s.e.
Markov chain
Age 2 0.1010* 0.017 0.016 0.1129* 0.020 0.020
3 0.1813* 0.020 0.019 0.1955* 0.023 0.022
4 0.1772* 0.024 0.021 0.1873* 0.026 0.027
APOE4 2 0.8585* 0.244 0.307 1.1765* 0.336 0.450
3 1.3132* 0.274 0.354 1.6383* 0.358 0.492
4 1.4282* 0.306 0.353 1.7335* 0.383 0.488
Education:
 < 16 years 2 1.5658* 0.361 0.345 2.0148* 0.491 0.489
 vs. > 16 years 3 1.6105* 0.402 0.421 2.0493* 0.521 0.572
4 1.4504* 0.446 0.461 1.8779* 0.555 0.620
 16 years 2 0.4969* 0.164 0.178 0.7549* 0.246 0.238
 vs. > 16 years 3 0.5276* 0.199 0.204 0.7786* 0.270 0.258
4 0.4032 0.239 0.228 0.6528* 0.300 0.277
Prior states:
 Intact Cognition 2 −1.1103* 0.337 0.369 −0.7579* 0.369 0.433
3 −3.7083* 0.329 0.417 −3.3338* 0.362 0.479
4 −5.2264* 0.548 1.650 −4.8818* 0.570 1.435
 Mild Cognitive Impairment 2 0.7399* 0.328 0.330 0.4734 0.354 0.354
3 −2.3053* 0.307 0.322 −2.5663* 0.335 0.337
4 −1.9313* 0.328 0.318 −2.2025* 0.354 0.323
Survival Part:
Age at Entry - 0.1206* 0.019 0.020 0.0982* 0.014 0.015
APOE4 - 0.4794* 0.231 0.250 0.3937* 0.175 0.185
Sigma - 1.0026* 0.116 0.134 1.6409* 0.200 0.233

States: 2=Mild cognitive impairment, 3=Global impairment, 4=Dementia;

e.s.e is the estimated standard error from bootstrap resampling method

*

Significant at P < 0.05