attrition
Addressing Nonignorable Attrition with Double Sampling and Bounds
Implements the double-sampling bounds estimator of Coppock, Gerber, Green, and Kern (2017) <doi:10.1017/pan.2016.6> for randomized experiments with nonignorable missing outcomes. Provides worst-case (Manski) bounds, double-sampling bounds with analytic variance and Imbens-Manski confidence intervals, Lee (2009) <doi:10.1111/j.1467-937X.2009.00536.x> trimming bounds with analytic and bootstrap standard errors, covariate adjustment via poststratification, and a sensitivity analysis for violations of the outcome stability assumption.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.0 |
rolling linux/jammy R-4.5 | attrition_1.0.0.tar.gz |
360.0 KiB |
1.0.0 |
rolling linux/noble R-4.5 | attrition_1.0.0.tar.gz |
360.2 KiB |
1.0.0 |
rolling source/ R- | attrition_1.0.0.tar.gz |
285.3 KiB |
1.0.0 |
latest linux/jammy R-4.5 | attrition_1.0.0.tar.gz |
360.0 KiB |
1.0.0 |
latest linux/noble R-4.5 | attrition_1.0.0.tar.gz |
360.2 KiB |
1.0.0 |
latest source/ R- | attrition_1.0.0.tar.gz |
285.3 KiB |
1.0.0 |
2026-04-23 source/ R- | attrition_1.0.0.tar.gz |
0 B |