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MatchThem

Matching and Weighting Multiply Imputed Datasets

v1.2.1 · Apr 1, 2024 · GPL (>= 2)

Description

Provides essential tools for the pre-processing techniques of matching and weighting multiply imputed datasets. The package includes functions for matching within and across multiply imputed datasets using various methods, estimating weights for units in the imputed datasets using multiple weighting methods, calculating causal effect estimates in each matched or weighted dataset using parametric or non-parametric statistical models, and pooling the resulting estimates according to Rubin's rules (please see <https://journal.r-project.org/archive/2021/RJ-2021-073/> for more details).

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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 10, 2026

Reverse Dependencies (2)

suggests

Dependency Network

Dependencies Reverse dependencies MatchIt mice rlang survey WeightIt adrftools cobalt MatchThem

Version History

new 1.2.1 Mar 10, 2026
updated 1.2.1 ← 1.1.0 diff Apr 1, 2024
updated 1.1.0 ← 1.0.1 diff Jun 14, 2023
updated 1.0.1 ← 1.0.0 diff Aug 22, 2021
updated 1.0.0 ← 0.9.3 diff Mar 30, 2021
updated 0.9.3 ← 0.9.2 diff Mar 22, 2020
updated 0.9.2 ← 0.9.1 diff Feb 27, 2020
updated 0.9.1 ← 0.9.0 diff Dec 12, 2019
updated 0.9.0 ← 0.8.1 diff Oct 31, 2019
new 0.8.1 Oct 9, 2019