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>")'.
Version: | 0.1.0 |
Depends: | R (≥ 2.10) |
Imports: | stats, nnet, randomForest, dplyr, rlang |
Suggests: | locClass |
Published: | 2020-09-11 |
Author: | Bo Zhang |
Maintainer: | Bo Zhang <bozhan at wharton.upenn.edu> |
License: | GPL-3 |
NeedsCompilation: | no |
CRAN checks: | ivitr results |
Reference manual: | ivitr.pdf |
Package source: | ivitr_0.1.0.tar.gz |
Windows binaries: | r-devel: ivitr_0.1.0.zip, r-release: ivitr_0.1.0.zip, r-oldrel: ivitr_0.1.0.zip |
macOS binaries: | r-release: ivitr_0.1.0.tgz, r-oldrel: ivitr_0.1.0.tgz |
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