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
<doi:10.48550/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 |
Documentation:
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