ivitr
Estimate IV-Optimal Individualized Treatment Rules
Description
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>")'.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
CRAN incoming feasibility
Maintainer: ‘Bo Zhang <bozhan@wharton.upenn.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Bo",
family = "Zhang",
role = c("aut", "cre"),
email = "bozhan@wharton.upenn.edu")
as necessary.
The Description field contains
identification assumptions. Please refer to <arXiv:2002.02579> for more
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Bo Zhang <bozhan@wharton.upenn.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Bo",
family = "Zhang",
role = c("aut", "cre"),
email = "bozhan@wharton.upenn.edu")
as necessary.
The Description field contains
identification assumptions. Please refer to <arXiv:2002.02579> for more
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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package dependencies
Package suggested but not available for checking: ‘locClass’
package dependencies
Package suggested but not available for checking: ‘locClass’
package dependencies
Package suggested but not available for checking: 'locClass'
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Check History
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Bo Zhang <bozhan@wharton.upenn.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Bo",
family = "Zhang",
role = c("aut", "cre"),
email = "bozhan@wharton.upenn.edu")
as necessary.
The Description field contains
identification assumptions. Please refer to <arXiv:2002.02579> for more
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Bo Zhang <bozhan@wharton.upenn.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Bo",
family = "Zhang",
role = c("aut", "cre"),
email = "bozhan@wharton.upenn.edu")
as necessary.
The Description field contains
identification assumptions. Please refer to <arXiv:2002.02579> for more
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
package dependencies
Package suggested but not available for checking: ‘locClass’
package dependencies
Package suggested but not available for checking: ‘locClass’
package dependencies
Package suggested but not available for checking: 'locClass'