Table 1 Average True Positive Rates (TPRs) of the three methods under monotonic effects. Average TPR was calculated across 1000 simulations; m was the number of exposures; n was the sample size.
m = 30 | m = 50 | |||||
|---|---|---|---|---|---|---|
n = 500 | n = 1000 | n = 1500 | n = 500 | n = 1000 | n = 1500 | |
AMC-based g-computation | 72.2% | 87.9% | 94.8% | 63.7% | 82.0% | 92.1% |
Quantile-based g-computation | 69.9% | 85.9% | 93.3% | 60.9% | 79.6% | 89.6% |
WQS | 51.1% | 65.2% | 73.6% | 39.3% | 54.5% | 64.4% |