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
|
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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 |
|
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 | |
|
−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 | ||
|
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 | ||
|
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 | ||
|
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 | ||
|
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 |
|
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 | |
|
−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 | ||
|
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 | ||
|
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 | ||
|
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 | ||
|
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 |
|
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 | |
|
−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 | ||
|
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 | ||
|
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 | ||
|
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 | ||
|
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)