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tools4uplift

Tools for Uplift Modeling

v1.0.0 · Jan 6, 2021 · GPL-2 | GPL-3

Description

Uplift modeling aims at predicting the causal effect of an action such as a marketing campaign on a particular individual. In order to simplify the task for practitioners in uplift modeling, we propose a combination of tools that can be separated into the following ingredients: i) quantization, ii) visualization, iii) variable selection, iv) parameters estimation and, v) model validation. For more details, see <https://dms.umontreal.ca/~murua/research/UpliftRegression.pdf>.

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CRAN Check Status

2 NOTE
12 OK
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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 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 (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Mouloud Belbahri <mouloud.belbahri@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Mouloud",
                      family = "Belbahri",
                      role = c("aut", "cre"),
                      email = "mouloud.belbahri@gmail.com"),
               person(given = "Olivier",
                      family = "Gandouet",
                      role = "aut"),
               person(given = "Alejandro",
                      family = "Murua",
                      role = "aut"),
               person(given = c("Vahid", "Partovi"),
                      family = "Nia",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Mouloud Belbahri <mouloud.belbahri@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Mouloud",
                      family = "Belbahri",
                      role = c("aut", "cre"),
                      email = "mouloud.belbahri@gmail.com"),
               person(given = "Olivier",
                      family = "Gandouet",
                      role = "aut"),
               person(given = "Alejandro",
                      family = "Murua",
                      role = "aut"),
               person(given = c("Vahid", "Partovi"),
                      family = "Nia",
                      role = "aut"))
as necessary.
OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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OK r-devel-macos-arm64

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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

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Mouloud Belbahri <mouloud.belbahri@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Mouloud",
                      family = "Belbahri",
                      role = c("aut", "cre"),
                      email = "mouloud.belbahri@gmail.com"),
               person(given = "Olivier",
                      family = "Gandouet",
                      role = "aut"),
               person(given = "Alejandro",
                      f
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Mouloud Belbahri <mouloud.belbahri@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Mouloud",
                      family = "Belbahri",
                      role = c("aut", "cre"),
                      email = "mouloud.belbahri@gmail.com"),
               person(given = "Olivier",
                      family = "Gandouet",
                      role = "aut"),
               person(given = "Alejandro",
                      f

Dependency Network

Dependencies Reverse dependencies BiasedUrn dplyr glmnet latticeExtra lhs tools4uplift

Version History

new 1.0.0 Mar 9, 2026