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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 3.

Asymptotic relative bias of parameter estimates for heterogeneous cohort, with different number of demented at baseline (base state: 1=Intact cognition)

Averaged Baseline Dementia: 14% Averaged Baseline Dementia: 27%

Risk Factors State True β with baseline without baseline True β with baseline without baseline
Age 2 0.14 2.2% −6.6% 0.14 −2.3% −11.3%
3 0.22 2.1% −3.4% 0.22 −2.1% −7.8%
4 0.20 0.0% −6.2% 0.20 −2.6% −9.0%
5 0.23 3.2% −2.1% 0.23 1.4% −4.0%
APOE4 2 1.59 2.6% −4.3% 1.59 −4.7% −16.0%
3 1.98 0.5% −5.0% 1.98 −5.1% −14.2%
4 2.06 1.5% −3.8% 2.06 −1.7% −10.3%
5 1.75 −1.0% −7.2% 1.75 −5.8% −16.0%
Prior=Normal 2 −0.6 −21.5% 12.8% −0.6 −5.1% 31.0%
3 −3.0 −2.8% 4.0% −3.0 2.5% 9.7%
4 −4.5 13.4% 19.7% −4.5 8.6% 13.7%
5 −3.0 −2.4% 4.4% −3.0 −4.2% 2.9%
Prior=MCI 2 0.30 20.1% 22.9% 0.30 −20.9% −16.3%
3 −2.7 −3.4% −3.7% −2.7 3.0% 2.5%
4 −2.2 −7.5% −7.9% −2.2 1.8% 1.1%
5 −2.5 −2.0% −2.4% −2.5 2.2% 1.7%
Age (Baseline) 2 0.21 −0.5% - 0.21 7.5% -
3 0.28 1.3% - 0.28 7.3% -
4 0.30 4.7% - 0.30 4.7% -
APOE4 (Baseline) 2 0.94 8.0% - 0.94 −7.4% -
3 1.41 10.9% - 1.41 −3.0% -
4 2.12 6.6% - 4.12 −1.8% -

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