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 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>")'.


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install.packages("ivitr")

0.1.0 by Bo Zhang, 3 months ago


Browse source code at https://github.com/cran/ivitr


Authors: Bo Zhang


Documentation:   PDF Manual  


GPL-3 license


Imports stats, nnet, randomForest, dplyr, rlang

Suggests locClass


See at CRAN