Package: MatchThem 1.2.2

MatchThem: Matching and Weighting Multiply Imputed Datasets

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).

Authors:Farhad Pishgar [aut, cre], Noah Greifer [aut], Clémence Leyrat [ctb], Elizabeth Stuart [ctb]

MatchThem_1.2.2.tar.gz
MatchThem_1.2.2.zip(r-4.7)MatchThem_1.2.2.zip(r-4.6)MatchThem_1.2.2.zip(r-4.5)
MatchThem_1.2.2.tgz(r-4.6-any)MatchThem_1.2.2.tgz(r-4.5-any)
MatchThem_1.2.2.tar.gz(r-4.7-any)MatchThem_1.2.2.tar.gz(r-4.6-any)
MatchThem_1.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION |NEWS
card.svg |card.png
MatchThem/json (API)

# Install 'MatchThem' in R:
install.packages('MatchThem', repos = c('https://farhadpishgar.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/farhadpishgar/matchthem/issues

Datasets:
  • osteoarthritis - Data of 2,585 Participants in the Osteoarthritis Initiative (OAI) Project

On CRAN:

Conda:

7.26 score 20 stars 113 scripts 2.7k downloads 3 mentions 12 exports 84 dependencies

Last updated from:7a644175e5. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK187
source / vignettesOK228
linux-release-x86_64OK186
macos-release-arm64OK159
macos-oldrel-arm64OK150
windows-develOK132
windows-releaseOK136
windows-oldrelOK128
wasm-releaseOK133

Exports:as.mimidsas.wimidscbindcompleteis.mimidsis.mimipois.mimirais.wimidsmatchthempooltrimweightthem

Dependencies:argbackportsbitbit64bootbroomchkclicliprcobaltcodetoolscpp11crayonDBIdplyrfarverforcatsforeachgenericsggplot2glmnetgluegridExtragtablehavenhmsisobanditeratorsjomolabelinglatticelifecyclelme4magrittrMASSMatchItMatrixmiceminqamitmlmitoolsnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRcppProgressRdpackreadrreformulasrlangrpartS7sandwichscalesshapestringistringrsurveysurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsviridisLitevroomWeightItwithrzoo

MatchThem:: Matching and Weighting after Multiple Imputation

Last update: 2021-08-21
Started: 2021-08-21

MatchThem:: Cheat Sheet

Last update: 2019-10-31
Started: 2019-10-31