CausalGAM

Estimation of Causal Effects with Generalized Additive Models

v0.1-4 · Oct 19, 2017 · GPL-2

Description

Implements various estimators for average treatment effects - an inverse probability weighted (IPW) estimator, an augmented inverse probability weighted (AIPW) estimator, and a standard regression estimator - that make use of generalized additive models for the treatment assignment model and/or outcome model. See: Glynn, Adam N. and Kevin M. Quinn. 2010. "An Introduction to the Augmented Inverse Propensity Weighted Estimator." Political Analysis. 18: 36-56.

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CRAN Check Status

2 NOTE

12 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	26.2s
r-devel-linux-x86_64-debian-gcc	NOTE	21.4s
r-devel-linux-x86_64-fedora-clang	OK	39.8s
r-devel-linux-x86_64-fedora-gcc	OK	37.7s
r-devel-macos-arm64	OK	12s
r-devel-windows-x86_64	OK	45s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	24s
r-oldrel-windows-x86_64	OK	50s
r-patched-linux-x86_64	OK	23.8s
r-release-linux-x86_64	OK	23.7s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	29s
r-release-windows-x86_64	OK	47s

Check details (14 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Kevin Quinn <kmq@umich.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Adam",
                      family = "Glynn",
                      role = "aut",
                      email = "adam.glynn@emory.edu"),
               person(given = "Kevin",
                      family = "Quinn",
                      role = c("aut", "cre"),
                      email = "kmq@umich.edu"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Kevin Quinn <kmq@umich.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Adam",
                      family = "Glynn",
                      role = "aut",
                      email = "adam.glynn@emory.edu"),
               person(given = "Kevin",
                      family = "Quinn",
                      role = c("aut", "cre"),
                      email = "kmq@umich.edu"))
as necessary.

OK 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

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: ‘Kevin Quinn <kmq@umich.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Adam",
                      family = "Glynn",
                      role = "aut",
                      email = "adam.glynn@emory.edu"),
               person(given = "Kevin",
                      family = "Quinn",
                      role = c("aut", "cre"),
                      email = "kmq@umich.edu"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Kevin Quinn <kmq@umich.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Adam",
                      family = "Glynn",
                      role = "aut",
                      email = "adam.glynn@emory.edu"),
               person(given = "Kevin",
                      family = "Quinn",
                      role = c("aut", "cre"),
                      email = "kmq@umich.edu"))
as necessary.

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Version History

new 0.1-4 Mar 9, 2026