From: Estimating time-to-onset of adverse drug reactions from spontaneous reporting databases
Naive estimator | TBE | |||||||||||
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λ | β | p | n | BIAS | MSE | BIAS | MSE | BIAS | MSE | BIAS | MSE | NPM |
0.05 | 0.5 | 0.25 | 100 | 6.45 | 44 | 0.384 | 0.16 | 0.258 | 0.25 | 0.041 | 0.008 | 217 |
500 | 6.33 | 40 | 0.372 | 0.14 | 0.043 | 0.01 | 0.005 | 0.001 | 52 | |||
0.05 | 0.5 | 0.50 | 100 | 1.05 | 1.2 | 0.319 | 0.108 | 0.045 | 0.012 | 0.020 | 0.006 | 22 |
500 | 1.02 | 1.1 | 0.308 | 0.096 | 0.009 | 0.001 | 0.003 | 0.001 | 0 | |||
0.05 | 0.5 | 0.80 | 100 | 0.165 | 0.031 | 0.195 | 0.041 | 0.008 | 0.001 | 0.008 | 0.004 | 0 |
500 | 0.158 | 0.026 | 0.189 | 0.036 | 0.001 | <0.001 | 0.001 | <0.001 | 0 | |||
1 | 0.5 | 0.25 | 100 | 129 | 17533 | 0.383 | 0.15 | 5.06 | 87 | 0.042 | 0.008 | 207 |
500 | 127 | 16217 | 0.374 | 0.14 | 1.01 | 6 | 0.008 | 0.001 | 41 | |||
1 | 0.5 | 0.50 | 100 | 21.0 | 467 | 0.317 | 0.106 | 0.93 | 5.0 | 0.019 | 0.006 | 43 |
500 | 20.5 | 426 | 0.308 | 0.096 | 0.20 | 0.6 | 0.004 | 0.001 | 0 | |||
1 | 0.5 | 0.80 | 100 | 3.31 | 12 | 0.201 | 0.044 | 0.209 | 0.55 | 0.016 | 0.005 | 0 |
500 | 3.17 | 10 | 0.190 | 0.037 | 0.037 | 0.09 | 0.002 | <0.001 | 0 | |||
0.05 | 2 | 0.25 | 100 | 0.150 | 0.022 | 1.06 | 1.2 | <0.001 | 0.001 | 0.08 | 0.085 | 4 |
500 | 0.149 | 0.022 | 1.04 | 1.1 | -0.001 | <0.001 | 0.01 | 0.018 | 0 | |||
0.05 | 2 | 0.50 | 100 | 0.079 | 0.006 | 0.932 | 0.94 | <0.001 | <0.001 | 0.06 | 0.094 | 5 |
500 | 0.078 | 0.006 | 0.903 | 0.83 | <0.001 | <0.001 | 0.01 | 0.017 | 0 | |||
0.05 | 2 | 0.80 | 100 | 0.035 | 0.001 | 0.665 | 0.50 | <0.001 | <0.001 | 0.03 | 0.078 | 0 |
500 | 0.035 | 0.001 | 0.649 | 0.43 | <0.001 | <0.001 | 0.01 | 0.013 | 0 | |||
1 | 2 | 0.25 | 100 | 2.99 | 9.0 | 1.07 | 1.2 | 0.024 | 0.57 | 0.08 | 0.089 | 0 |
500 | 2.98 | 8.9 | 1.04 | 1.1 | -0.028 | 0.20 | 0.01 | 0.020 | 0 | |||
1 | 2 | 0.50 | 100 | 1.57 | 2.49 | 0.943 | 0.96 | 0.007 | 0.19 | 0.063 | 0.095 | 1 |
500 | 1.56 | 2.45 | 0.896 | 0.82 | -0.013 | 0.04 | 0.004 | 0.018 | 0 | |||
1 | 2 | 0.80 | 100 | 0.702 | 0.50 | 0.668 | 0.50 | 0.004 | 0.042 | 0.045 | 0.072 | 0 |
500 | 0.693 | 0.48 | 0.648 | 0.43 | 0.004 | 0.007 | 0.015 | 0.013 | 0 |