ivitr: Estimate IV-Optimal Individualized Treatment Rules

A method that estimates an IV-optimal individualized treatment rule. An individualized treatment rule is said to be IV-optimal if it minimizes the maximum risk with respect to the putative IV and the set of IV identification assumptions. Please refer to <arXiv:2002.02579> for more details on the methodology and some theory underpinning the method. Function IV-PILE() uses functions in the package 'locClass'. Package 'locClass' can be accessed and installed from the 'R-Forge' repository via the following link: <https://r-forge.r-project.org/projects/locclass/>. Alternatively, one can install the package by entering the following in R: 'install.packages("locClass", repos="<http://R-Forge.R-project.org>")'.

Getting started

Package details

AuthorBo Zhang
MaintainerBo Zhang <bozhan@wharton.upenn.edu>
Package repositoryView on CRAN
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ivitr documentation built on Sept. 13, 2020, 5:20 p.m.