Table 2.
Weighted and centered estimator of the marginal proximal treatment effect, β̂1, using two choices for p̃t.
p̃t | Mean | SD | RMSE | CP |
---|---|---|---|---|
Constant in t (i) | −0.20 | 0.08 | 0.08 | 0.94 |
Depends on St (ii) | −0.14 | 0.09 | 0.11 | 0.89 |
RMSE, root mean squared error and SD, standard deviation of β̂1; CP, 95% confidence interval coverage probability for . Results are based on 1000 replicates with n = T = 30. Boldface indicates whether Mean or CP are significantly different, at the 5% level, from −0.2 or 0.95, respectively.