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-any)MatchThem_1.2.2.zip(r-4.6-any)MatchThem_1.2.2.zip(r-4.5-any)
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:

7.27 score 20 stars 129 scripts 2.4k downloads 3 mentions 12 exports 83 dependencies

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

TargetResultTimeFilesSyslog
linux-develOK178
source / vignettesOK225
linux-releaseOK160
macos-releaseOK223
macos-oldrelOK277
windows-develOK124
windows-releaseOK125
windows-oldrelOK122
wasm-releaseOK118

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

Dependencies:argbackportsbitbit64bootbroomclicliprcobaltcodetoolscpp11crayonDBIdplyrfarverforcatsforeachgenericsggplot2glmnetgluegridExtragtablehavenhmsisobanditeratorsjomolabelinglatticelifecyclelme4magrittrMASSMatchItMatrixmiceminqamitmlmitoolsnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRcppProgressRdpackreadrreformulasrlangrpartS7sandwichscalesshapestringistringrsurveysurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsviridisLitevroomWeightItwithrzoo

MatchThem:: Matching and Weighting after Multiple Imputation
Rendered fromvignette.pdf.asisusingR.rsp::asis

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

MatchThem:: Cheat Sheet
Rendered fromcheatsheet.pdf.asisusingR.rsp::asis

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