ipwErrorY: Inverse Probability Weighting Estimation of Average Treatment Effect with Outcome Misclassification

An implementation of the correction methods proposed by Shu and Yi (2017) <doi:10.1177/0962280217743777> for the inverse probability weighting (IPW) estimation of average treatment effect (ATE) with misclassified outcomes. Logistic regression model is assumed for treatment model for all implemented correction methods, and is assumed for the outcome model for the implemented doubly robust correction method.

Package details

AuthorDi Shu <[email protected]>, Grace Y. Yi <[email protected]>
MaintainerDi Shu <[email protected]>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ipwErrorY")

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ipwErrorY documentation built on March 18, 2018, 2:31 p.m.