TABLE 3.
Comparison of the pIVW estimator () with other competing MR methods. The true causal effect . No horizontal pleiotropy exists (). The IV selection threshold . The simulation is based on 10,000 replicates. Bias (%): bias divided by β; CP (%): coverage probability of the 95% confidence interval; SE: empirical standard error
|
Method | Bias | SE | CP | |
---|---|---|---|---|---|
6.76 | IVW | −7.3 | 0.122 | 93.4 | |
MR‐Egger | −41.9 | 0.376 | 89.3 | ||
MR‐Median | −11.6 | 0.140 | 95.1 | ||
MR‐RAPS | 1.4 | 0.137 | 95.8 | ||
dIVW | 3.2 | 0.144 | 96.0 | ||
pIVW | −0.1 | 0.136 | 95.3 | ||
10.26 | IVW | −7.9 | 0.079 | 91.4 | |
MR‐Egger | −43.6 | 0.207 | 79.2 | ||
MR‐Median | −12.2 | 0.097 | 93.0 | ||
MR‐RAPS | 0.7 | 0.088 | 95.5 | ||
dIVW | 1.4 | 0.090 | 95.5 | ||
pIVW | 0.1 | 0.088 | 95.1 | ||
17.84 | IVW | −7.9 | 0.049 | 87.4 | |
MR‐Egger | −48.6 | 0.130 | 51.2 | ||
MR‐Median | −12.5 | 0.062 | 88.3 | ||
MR‐RAPS | 0.4 | 0.055 | 94.9 | ||
dIVW | 0.7 | 0.056 | 95.0 | ||
pIVW | 0.2 | 0.055 | 94.7 |