Table 3.
Simulation Results: IE estimates for three datasets.
Dataset 1 | Dataset 2 | Dataset 3 | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
| ||||||||||
Truth | IE | Bias | Truth | IE | Bias | Truth | IE | Bias | ||
Age | 1 | −1 | −0.997 | 0.003 | −1 | 5.747 | 6.747 | −3 | 0.249 | 3.249 |
2 | 0 | −0.002 | −0.002 | 0 | 0.002 | 0.002 | 0 | 0.000 | 0.000 | |
3 | 1 | 0.999 | −0.001 | 1 | −5.749 | −6.749 | 3 | −0.249 | −3.249 | |
| ||||||||||
Period | 1 | −7 | −6.999 | 0.001 | −7 | −13.75 | −6.750 | −1 | −4.250 | −3.250 |
2 | 0 | −0.002 | −0.002 | 0 | 0.002 | 0.002 | 0 | −0.002 | −0.002 | |
3 | 7 | 7.002 | 0.002 | 7 | 13.748 | 6.748 | 1 | 4.252 | 3.252 | |
| ||||||||||
Cohort | 1 | −2 | −2.001 | −0.001 | −20 | −6.497 | 13.503 | −8 | −1.500 | 6.500 |
2 | −1 | −0.998 | 0.002 | −10 | −3.253 | 6.747 | −4 | −0.750 | 3.250 | |
3 | 0 | −0.001 | −0.001 | 0 | 0.002 | 0.002 | 0 | 0.000 | 0.000 | |
4 | 1 | 1.004 | 0.004 | 10 | 3.250 | −6.750 | 4 | 0.750 | −3.250 | |
5 | 2 | 1.996 | −0.004 | 20 | 6.498 | −13.502 | 8 | 1.500 | −6.500 |
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1For each dataset, the IE estimates are averaged over 1,000 simulations.
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2The bias of IE is evaluated by the difference between the true effects and the IE estimates, averaged over 1,000 simulations.
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2Equation (17) holds for dataset 1, but does not hold for datasets 2 and 3.