Summary of the results when only never-takers were allowed (treatment effect=30)
Scenario | Method | All or none | Partial non-compliance | ||||||
---|---|---|---|---|---|---|---|---|---|
Estimate | Bias | MSE | Coverage (%) | Estimate | Bias | MSE | Coverage (%) | ||
Random | ITT | 18 | −12 | 145 | 0 | 18 | −12 | 145 | 0 |
AT | 28 | −2 | 7 | 36 | 30 | 0 | 1 | 94 | |
PP | 28 | −2 | 4 | 65 | 30 | 0 | 1 | 94 | |
IV | 30 | 0 | 2 | 95 | 30 | 0 | 2 | 95 | |
CACE | 30 | 0 | 2 | 95 | 33 | 3 | 12 | 36 | |
C | ITT | 10 | −20 | 389 | 0 | 10 | −20 | 387 | 0 |
AT | 30 | 0 | 1 | 94 | 32 | 2 | 5 | 60 | |
PP | 29 | −1 | 3 | 76 | 30 | 0 | 2 | 96 | |
IV | 25 | −5 | 33 | 35 | 25 | −5 | 31 | 38 | |
CACE | 26 | −4 | 15 | 34 | 30 | 0 | 3 | 94 | |
E | ITT | 15 | −15 | 239 | 0 | 15 | −15 | 241 | 0 |
AT | 26 | −4 | 16 | 9 | 28 | −2 | 5 | 63 | |
PP | 28 | −2 | 6 | 61 | 30 | 0 | 2 | 94 | |
IV | 35 | 5 | 32 | 41 | 35 | 5 | 31 | 39 | |
CACE | 34 | 4 | 16 | 32 | 36 | 6 | 4 | 8 |
AT, as treated; CACE, complier average casual effect; ITT, intention to treat; IV, instrumental variable; MSE, mean square error; PP, per protocol.