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: <>. Alternatively, one can install the package by entering the following in R: 'install.packages("locClass", repos="<>")'.


Reference manual

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0.1.0 by Bo Zhang, a year ago

Browse source code at

Authors: Bo Zhang

Documentation:   PDF Manual  

GPL-3 license

Imports stats, nnet, randomForest, dplyr, rlang

Suggests locClass

See at CRAN