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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Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	386.4s
r-devel-linux-x86_64-debian-gcc	NOTE	286.6s
r-devel-linux-x86_64-fedora-clang	NOTE	577.6s
r-devel-linux-x86_64-fedora-gcc	NOTE	709.8s
r-devel-windows-x86_64	OK	311s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	388s
r-oldrel-windows-x86_64	OK	400s
r-patched-linux-x86_64	OK	373.6s
r-release-linux-x86_64	OK
r-release-macos-arm64	OK	91s
r-release-macos-x86_64	OK	348s
r-release-windows-x86_64	OK	310s

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 9 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 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.

ERROR 9 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 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>.

ERROR 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.

NOTE 9 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 2, 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.

ERROR 7 OK · 4 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 25, 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.

ERROR r-release-macos-x86_64

package dependencies

Package required but not available: ‘caret’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.

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

evalHTE

Dependency Network

Version History

7 tracked

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

People

Michael Lingzhi Li author maintainer
Kosuke Imai author
Jialu Li contributor
Xiaolong Yang contributor

Available on

CRAN r2u Bioconductor autoCRAN COPR

Dependencies

Depends

dplyr (>= 1.0)MASS (>= 7.0)Matrix (>= 1.0)quadprog (>= 1.0)R (>= 3.5.0)stats

Imports

caret cli e1071 forcats gbm ggdist ggplot2 ggthemes glmnet grf haven purrr rlang rpart rqPen scalesutilsbartCause SuperLearner

Suggests

doParallel furrr knitr rmarkdown testthat bartMachine elasticnet randomForest spelling

Compilation

No compilation needed

First Published

Feb 19, 2020

First appeared in R 3.6.2 · current R 4.6.1

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