Table 2.
Baseline distribution | True value | No missing genotypes | 50% Missing genotypes | 80% Missing genotypes | |||||||
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Bias | SE | RMSE | Bias | SE | RMSE | Bias | SE | RMSE | |||
Weibull | β2sex | -0.0205 | 0.0005 | 0.1843 | 0.1843 | -0.0056 | 0.1740 | 0.1741 | -0.0064 | 0.1777 | 0.1778 |
β2gene | -0.4174 | 0.0909 | 0.7302 | 0.7358 | 0.0106 | 0.3273 | 0.3275 | 0.0359 | 0.2362 | 0.2389 | |
log (γ) | -1.8877 | -0.0619 | 0.5002 | 0.5040 | -0.0437 | 0.4468 | 0.4490 | -0.0256 | 0.3931 | 0.3939 | |
Log-logistic | β2sex | -0.0205 | 0.0407 | 0.1861 | 0.1905 | 0.0563 | 0.1794 | 0.1881 | 0.0477 | 0.1750 | 0.1814 |
β2gene | -0.4174 | 0.4625 | 0.7590 | 0.8889 | 0.3359 | 0.3686 | 0.4987 | 0.3221 | 0.2856 | 0.4305 | |
log (γ) | -1.8877 | -0.1998 | 0.5920 | 0.6248 | -0.1972 | 0.4898 | 0.5280 | -0.1671 | 0.5635 | 0.5877 | |
Gamma | β2sex | -0.0205 | -0.0157 | 0.1929 | 0.1936 | 0.0046 | 0.1756 | 0.1757 | -0.0055 | 0.1903 | 0.1904 |
β2gene | -0.4174 | 0.1431 | 0.7074 | 0.7217 | 0.1021 | 0.4550 | 0.4663 | 0.0620 | 0.3324 | 0.3382 | |
log (γ) | -1.8877 | -0.0864 | 0.6637 | 0.6693 | -0.0836 | 0.6775 | 0.6826 | -0.0184 | 0.4990 | 0.4993 | |
Piecewise | β2sex | -0.0205 | -0.0206 | 0.1829 | 0.1841 | ||||||
β2gene | -0.4174 | -0.1151 | 0.3467 | 0.3653 | |||||||
log (γ) | -1.8877 | 0.0627 | 0.3350 | 0.3408 | |||||||
10- year penetrance for the second cancer conditioning on T1 and gender | |||||||||||
Weibull | 𝒫2(10; 40, M) | 0.1243 | 0.0000 | 0.0113 | 0.0113 | -0.0006 | 0.0111 | 0.0111 | 0.0001 | 0.0113 | 0.0113 |
𝒫2(10; 40, F) | 0.1246 | 0.0007 | 0.0192 | 0.0192 | 0.0004 | 0.0176 | 0.0176 | 0.0010 | 0.0179 | 0.0179 | |
𝒫2(10; 50, M) | 0.1350 | -0.0107 | 0.0113 | 0.0156 | -0.0113 | 0.0111 | 0.0158 | -0.0106 | 0.0113 | 0.0155 | |
𝒫2(10; 50, F) | 0.1361 | -0.0109 | 0.0192 | 0.0220 | -0.0111 | 0.0176 | 0.0208 | -0.0105 | 0.0179 | 0.0207 | |
Log-logistic | 𝒫2(10; 40, M) | 0.1243 | 0.0046 | 0.0115 | 0.0124 | 0.0044 | 0.0116 | 0.0124 | 0.0049 | 0.0114 | 0.0124 |
𝒫2(10; 40, F) | 0.1246 | 0.0015 | 0.0197 | 0.0198 | -0.0008 | 0.0187 | 0.0187 | 0.0003 | 0.0182 | 0.0182 | |
𝒫2(10; 50, M) | 0.1350 | -0.0061 | 0.0115 | 0.0130 | -0.0063 | 0.0116 | 0.0132 | -0.0058 | 0.0114 | 0.0128 | |
𝒫2(10; 50, F) | 0.1361 | -0.0100 | 0.0197 | 0.0221 | -0.0123 | 0.0187 | 0.0224 | -0.0112 | 0.0182 | 0.0214 | |
Gamma | 𝒫2(10; 40, M) | 0.1243 | -0.0712 | 0.0171 | 0.0732 | -0.0729 | 0.0185 | 0.0752 | -0.0748 | 0.0175 | 0.0768 |
𝒫2(10; 40, F) | 0.1246 | -0.0696 | 0.0169 | 0.0716 | -0.0724 | 0.0179 | 0.0746 | -0.0739 | 0.0169 | 0.0758 | |
𝒫2(10; 50, M) | 0.1350 | -0.0819 | 0.0171 | 0.0837 | -0.0836 | 0.0185 | 0.0856 | -0.0855 | 0.0175 | 0.0873 | |
𝒫2(10; 50, F) | 0.1361 | -0.0811 | 0.0169 | 0.0828 | -0.0839 | 0.0179 | 0.0858 | -0.0854 | 0.0169 | 0.0871 | |
Piecewise | 𝒫2(10; 40, M) | 0.1243 | -0.0017 | 0.0136 | 0.0137 | ||||||
𝒫2(10; 40, F) | 0.1246 | 0.0004 | 0.0203 | 0.0203 | |||||||
𝒫2(10; 50, M) | 0.1350 | -0.0007 | 0.0154 | 0.0154 | |||||||
𝒫2(10; 50, F) | 0.1361 | 0.0018 | 0.0233 | 0.0234 |
SE is empirical standard error; RMSE is root mean square error.