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evalITR

Evaluating Individualized Treatment Rules

v1.0.0 · Aug 25, 2023 · GPL (>= 2)

Description

Provides various statistical methods for evaluating Individualized Treatment Rules under randomized data. The provided metrics include Population Average Value (PAV), Population Average Prescription Effect (PAPE), Area Under Prescription Effect Curve (AUPEC). It also provides the tools to analyze Individualized Treatment Rules under budget constraints. Detailed reference in Imai and Li (2019) <arXiv:1905.05389>.

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CRAN Check Status

4 NOTE
10 OK
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r-devel-linux-x86_64-debian-clang NOTE
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r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
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 (4 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Michael Lingzhi Li <mili@hbs.edu>’

The Description field contains
  <arXiv:1905.05389>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Michael Lingzhi Li <mili@hbs.edu>’

The Description field contains
  <arXiv:1905.05389>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘forcats’ ‘rqPen’ ‘utils’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘forcats’ ‘rqPen’ ‘utils’
  All declared Imports should be used.

Check History

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Michael Lingzhi Li <mili@hbs.edu>’

The Description field contains
  <arXiv:1905.05389>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Michael Lingzhi Li <mili@hbs.edu>’

The Description field contains
  <arXiv:1905.05389>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘forcats’ ‘rqPen’ ‘utils’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘forcats’ ‘rqPen’ ‘utils’
  All declared Imports should be used.

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies dplyr MASS Matrix quadprog (>= 1.0) caret cli e1071 forcats gbm ggdist ggplot2 ggthemes glmnet grf haven +7 more dependencies evalHTE evalITR

Version History

new 1.0.0 Mar 10, 2026
updated 1.0.0 ← 0.3.0 diff Aug 25, 2023
updated 0.3.0 ← 0.2.2 diff Mar 28, 2022
updated 0.2.2 ← 0.2.1 diff Oct 15, 2021
updated 0.2.1 ← 0.2.0 diff Jul 6, 2021
updated 0.2.0 ← 0.1.0 diff Oct 13, 2020
new 0.1.0 Feb 19, 2020