Table 3.
Estimator | Statistic | N | Mean [%]; mean [%] | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
99.3; 94.8 | 99.3; 94.8 | 99.3; 94.8 | 99.7; 97.4 | 99.7; 97.4 | 99.7; 97.4 | 99.8; 98.7 | 99.8; 98.7 | 99.8; 98.7 | |||
25 | 25 | 25 | 50 | 50 | 50 | 100 | 100 | 100 | |||
25 | 50 | 100 | 25 | 50 | 100 | 25 | 50 | 100 | |||
IVW | Beta | 0.099 | 0.099 | 0.099 | 0.099 | 0.099 | 0.100 | 0.100 | 0.100 | 0.100 | |
SE | 0.021 | 0.015 | 0.011 | 0.021 | 0.015 | 0.011 | 0.021 | 0.015 | 0.010 | ||
Coverage (%) | 96.5 | 96.5 | 96.4 | 96.7 | 96.3 | 96.7 | 96.1 | 96.7 | 97.0 | ||
Power (%) | 99.8 | 100.0 | 100.0 | 99.8 | 100.0 | 100.0 | 99.7 | 100.0 | 100.0 | ||
MR-Egger | Beta | 0.096 | 0.096 | 0.096 | 0.098 | 0.098 | 0.098 | 0.099 | 0.099 | 0.099 | |
SE | 0.045 | 0.032 | 0.023 | 0.046 | 0.032 | 0.023 | 0.046 | 0.033 | 0.023 | ||
Coverage (%) | 96.7 | 96.2 | 96.2 | 96.8 | 96.5 | 96.5 | 96.1 | 96.8 | 96.6 | ||
Power (%) | 53.7 | 82.1 | 97.8 | 54.2 | 84.0 | 98.1 | 54.9 | 83.9 | 98.5 | ||
Weighted | Beta | 0.099 | 0.098 | 0.098 | 0.099 | 0.099 | 0.099 | 0.100 | 0.099 | 0.100 | |
Median | SE | 0.029 | 0.020 | 0.015 | 0.029 | 0.020 | 0.014 | 0.029 | 0.020 | 0.014 | |
Coverage (%) | 97.3 | 97.1 | 97.1 | 97.1 | 97.2 | 97.4 | 97.0 | 97.4 | 97.9 | ||
Power (%) | 95.3 | 100.0 | 100.0 | 95.5 | 100.0 | 100.0 | 95.2 | 100.0 | 100.0 | ||
Simple | Beta | 0.099 | 0.098 | 0.099 | 0.099 | 0.099 | 0.100 | 0.100 | 0.099 | 0.100 | |
MBEa | SE | 0.087 | 0.061 | 0.047 | 0.073 | 0.045 | 0.035 | 0.053 | 0.037 | 0.027 | |
Coverage (%) | 99.0 | 99.1 | 98.9 | 99.1 | 99.0 | 99.1 | 98.8 | 98.8 | 99.2 | ||
Power (%) | 59.4 | 85.7 | 94.1 | 61.3 | 88.6 | 96.9 | 64.0 | 91.0 | 98.2 | ||
Weighted | Beta | 0.097 | 0.097 | 0.097 | 0.098 | 0.098 | 0.099 | 0.099 | 0.098 | 0.099 | |
MBEa | SE | 0.079 | 0.055 | 0.043 | 0.065 | 0.040 | 0.031 | 0.044 | 0.031 | 0.022 | |
Coverage (%) | 98.4 | 98.4 | 98.2 | 98.3 | 98.1 | 98.2 | 98.0 | 98.3 | 98.4 | ||
Power (%) | 75.2 | 90.9 | 94.7 | 77.5 | 94.5 | 97.1 | 80.0 | 96.7 | 98.7 | ||
Simple | Beta | 0.099 | 0.098 | 0.099 | 0.099 | 0.099 | 0.100 | 0.100 | 0.099 | 0.100 | |
MBE | SE | 0.047 | 0.033 | 0.023 | 0.046 | 0.032 | 0.023 | 0.045 | 0.033 | 0.023 | |
(under | Coverage (%) | 98.8 | 98.9 | 98.8 | 99.1 | 98.9 | 99.0 | 98.8 | 98.9 | 99.1 | |
NOME)a | Power (%) | 64.1 | 91.1 | 98.8 | 64.2 | 91.4 | 99.2 | 64.9 | 91.7 | 99.3 | |
Weighted | Beta | 0.099 | 0.098 | 0.098 | 0.099 | 0.099 | 0.099 | 0.100 | 0.099 | 0.100 | |
MBE | SE | 0.038 | 0.027 | 0.019 | 0.038 | 0.026 | 0.019 | 0.037 | 0.026 | 0.018 | |
(under | Coverage (%) | 98.1 | 98.0 | 97.9 | 98.1 | 97.9 | 98.0 | 97.9 | 98.3 | 98.3 | |
NOME)a | Power (%) | 81.5 | 96.6 | 99.3 | 81.0 | 97.2 | 99.5 | 81.5 | 97.6 | 99.8 |
sample size of the dataset used to estimate instrument-exposure associations sample size of the dataset used to estimate instrument-outcome associations; IVW, inverse-variance weighting; SE, estimated standard error; NOME, NO Measurement Error; MBE, mode-based estimate.
a = 1.