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. Author manuscript; available in PMC: 2010 Jul 1.
Published in final edited form as: Comput Stat Data Anal. 2009 Jul 1;53(9):3334–3343. doi: 10.1016/j.csda.2009.02.007

Table 2.

Asymptotic relative bias of parameter estimates for heterogeneous cohort, dependent on covariates of interest (base state: 1=Intact cognition)

σ = 1 σ = 2 σ = 3
Risk Factors State θ With Baseline Without Baseline With Baseline Without Baseline With Baseline Without Baseline
Age 2 0.14 −0.3% −8.4% 6.1% −22.6% 10.5% −46.8%
3 0.22 0.5% −4.6% 4.2% −14.2% 6.5% −30.4%
4 0.20 0.2% −5.5% 4.4% −16.1% 6.0% −34.7%
5 0.23 −0.7% −5.6% 3.7% −13.9% 7.6% −27.7%
APOE-4 2 1.59 2.9% −4.7% 3.1% −21.9% 6.1% −41.7%
3 1.98 2.2% −3.9% 3.5% −16.7% 5.5% −33.1%
4 2.06 2.3% −3.5% 3.3% −15.9% 5.2% −31.6%
5 1.75 2.0% −4.9% 3.5% −19.3% 6.7% −36.9%
Prior state:
Intact Cognition 2 −0.6 6.1% 39.3% −3.8% 84.0% −17.1% 140.2%
3 −3.0 0.5% 7.1% −0.4% 17.1% −2.9% 28.4%
4 −4.5 2.3% 6.6% 1.5% 13.1% 0.3% 21.1%
5 −3.0 1.5% 8.1% −0.8% 16.6% −2.7% 28.5%
MCI 2 0.3 −12.3% −10.5% 6.9% 7.3% 26.7% 35.4%
3 −2.7 0.6% 0.4% −1.2% −1.3% −2.7% −3.7%
4 −2.2 2.1% 1.8% −1.2% −1.3% −2.0% −3.2%
5 −2.5 0.7% 0.5% −1.8% −1.8% −3.1% −4.1%

States: 2=Mild cognitive impairment I, 3=Global impairment, 4=Dementia, 5=Death