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CausalGPS

Matching on Generalized Propensity Scores with Continuous Exposures

v0.5.1 · Jan 11, 2026 · GPL-3

Description

Provides a framework for estimating causal effects of a continuous exposure using observational data, and implementing matching and weighting on the generalized propensity score. Wu, X., Mealli, F., Kioumourtzoglou, M.A., Dominici, F. and Braun, D., 2022. Matching on generalized propensity scores with continuous exposures. Journal of the American Statistical Association, pp.1-29.

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14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc 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 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 30, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 27, 2026
ERROR r-devel-linux-x86_64-fedora-clang

whether package can be installed

Installation failed.
See ‘/data/gannet/ripley/R/packages/tests-clang/CausalGPS.Rcheck/00install.out’ for details.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies data.table SuperLearner xgboost gam MASS polycor wCorr ggplot2 rlang logger Rcpp gnm locpol Ecume KernSmooth +1 more dependencies CausalGPS

Version History

new 0.5.1 Mar 10, 2026
updated 0.5.1 ← 0.5.0 diff Jan 10, 2026
updated 0.5.0 ← 0.4.2 diff Jun 18, 2024
updated 0.4.2 ← 0.4.1 diff Apr 12, 2024
updated 0.4.1 ← 0.4.0 diff Sep 29, 2023
updated 0.4.0 ← 0.3.1 diff May 24, 2023
updated 0.3.1 ← 0.3.0 diff May 15, 2023
updated 0.3.0 ← 0.2.9 diff Feb 14, 2023
updated 0.2.9 ← 0.2.8 diff Dec 15, 2022
updated 0.2.8 ← 0.2.7 diff Jun 22, 2022
updated 0.2.7 ← 0.2.6 diff Feb 6, 2022
updated 0.2.6 ← 0.2.5 diff Sep 5, 2021
new 0.2.5 Jul 22, 2021