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. Author manuscript; available in PMC: 2017 Aug 10.
Published in final edited form as: Stat Med. 2012 Jul 11;31(29):3931–3945. doi: 10.1002/sim.5469

Table 3.

Comparison of % bias and confidence interval coverage (%CI) of parameter estimates from the joint model with correction for left truncation (JM-C) to estimates from the joint model without correction for left truncation (JM-UN). Data generated from lognormal model.

Left Truncation Age Parameter True value Probability of left truncation
0.2 0.5 0.8


JM-C JM-UN JM-C JM-UN JM-C JM-UN
%Bias %CI %Bias %CI %Bias %CI %Bias %CI %Bias %CI %Bias %CI
10
αb0
108.0 0.0 92.2 0 92.6 0.1 91.8 0.0 94.2 0.0 92.0 −0.2* 95.6
αb1
−1.65 0.1 94.2 −0.6* 94.4 0.4 95.2 −0.9* 92.8 0.0 94.0 −2.0* 93.8
αT
3.6 0.0 94.8 0.0 94.6 0.0 96.8 0.1* 91.8 0.0 94.8 0.2* 94.4
αb0|w
10.8 −0.2 94.4 0.6 94.4 −0.2 95.6 1.4* 95.6 0.4 95.4 1.2* 94.2
αb1|w
0.165 2.5 94.0 −7.3* 94.8 2.0 95.6 −19.6* 92.2 −1.0 94.6 −22.2* 93.2
αT|w
0.36 0.7 94.4 −2.4* 93.0 0.3 94.8 −5.4* 89.2 0.4 95.2 −7.2* 86.8

20
αb0
108.0 −0.1 94.4 −0.2* 93.4 −0.2* 93.8 −0.8* 90.0 0.0 94.6 −0.9* 91.4
αb1
−1.65 −0.2 96.4 −2.7* 91.0 −0.3 95.8 −8.2* 66.6 0.0 94.6 −12.8* 41.0
αT
3.6 0.0 96.2 0.5* 92.2 0.0 94.0 1.4* 65.0 0.0 95.4 2.3* 21.2
αb0|w
10.8 0.7 94.2 1.6* 92.6 −0.8 95.0 3.4* 93.2 0.1 95.6 7.4* 92.2
αb1|w
0.165 −0.2 95.4 −22.1* 94.0 3.8 94.8 −47.5* 87.0 3.8 94.6 −90.3* 65.2
αT|w
0.36 0.1 94.4 −5.6* 89.0 0.3 95.0 −−13.8* 65.2 1.4* 96.4 −26.7* 15.2

30
αb0
108.0 0.1 93.2 0.5* 94.6 0.0 94.2 −1.2* 88.0 0.0 94.4 −2.3* 79.2
αb1
−1.65 −0.2 96.0 −5.2* 83.2 −0.3 95.8 −14.1* 31.2 −0.5 94.8 −27.0* 2.0
αT
3.6 0.1 96.2 1.1* 80.6 0.1 93.2 3.2* 11.4 0.2* 94.2 5.6* 0.0
αb0|w
10.8 −0.7 94.0 0.9 95.6 −0.4 94.0 3.8* 93.8 −1.0 95.4 8.8* 92.2
αb1|w
0.165 −0.9 94.4 −15.4* 93.8 −1.4 95.2 −50.2* 87.6 −2.4 94.8 −117.9* 56.0
αT|w
0.36 0.1 96.2 −2.7* 94.0 −0.2 95.4 −8.6* 82.4 −2.1 93.4 −29.0* 25.2
*

significant bias (p<0.05)