yqzhong7 / AIPW

R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect
https://yqzhong7.github.io/AIPW/
GNU General Public License v3.0
21 stars 8 forks source link

Sample splitting superlearner #1

Closed ainaimi closed 4 years ago

ainaimi commented 4 years ago

made several minor changes, including adding sample size to aipw output and enabling code to handle non-overlapping covariate sets for exposure and outcome models. I also fixed the R code in the readme file: the "remotes:: ... " line was not downloading the branch, but rather the master. Some remaining issues:

1) currently, we cannot but a single column from a data.frame into the W.Q or W.g arguments 2) I think their may be a problem with the SEs for risk ratio and odds ratio, they are too large to believe, IMO.