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attrition
View on CRAN: Click
here
Download and install attrition package within the R console
Install from CRAN:
install.packages("attrition")
Install from Github:
library("remotes")
install_github("cran/attrition") Install by package version:
library("remotes")
install_version("attrition", "1.0.0") Attach the package and use:
library("attrition")
Maintained by
Alexander Coppock
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First Published: 2026-09-18
Latest Update: 2026-09-18
Description:
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.
How to cite:
Alexander Coppock (2026). attrition: Addressing Nonignorable Attrition with Double Sampling and Bounds. R package version 1.0.0, https://cran.r-project.org/web/packages/attrition. Accessed 24 Oct. 2026.
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