Package: matchMulti 1.1.12.1

Sam Pimentel

matchMulti: Optimal Multilevel Matching using a Network Algorithm

Performs multilevel matches for data with cluster- level treatments and individual-level outcomes using a network optimization algorithm. Functions for checking balance at the cluster and individual levels are also provided, as are methods for permutation-inference-based outcome analysis. Details in Pimentel et al. (2018) <doi:10.1214/17-AOAS1118>. The optmatch package, which is useful for running many of the provided functions, may be downloaded from Github at <https://github.com/markmfredrickson/optmatch> if not available on CRAN.

Authors:Luke Keele [aut], Luke Miratrix [aut], Sam Pimentel [aut, cre], Paul Rosenbaum [ctb]

matchMulti_1.1.12.1.tar.gz
matchMulti_1.1.12.1.tar.gz(r-4.5-noble)matchMulti_1.1.12.1.tar.gz(r-4.4-noble)
matchMulti_1.1.12.1.tgz(r-4.4-emscripten)matchMulti_1.1.12.1.tgz(r-4.3-emscripten)
matchMulti.pdf |matchMulti.html
matchMulti/json (API)

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

Peer review:

Datasets:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.78 score 1 stars 1 packages 20 scripts 401 downloads 26 exports 119 dependencies

Last updated 6 months agofrom:6e4703490b. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 29 2024
R-4.5-linuxOKNov 29 2024

Exports:aggassembleMatchbalanceMultibalanceTablebuildCaliperci_funcdescribe_data_countselastichandleNAis.binaryis.matchMultiResultmatch2distancematchMultimatchMultioutcomematchMultisensmatchSchoolsmatchStudentspairmatchelasticpe_funcpval_funcrematchSchoolsresolve.colssdiffsmahalstudents2schoolstally_schools

Dependencies:backportsbase64encbitbit64bootbroombslibcachemcheckmateclicliprclustercodetoolscoincolorspacecpp11crayondata.tabledigestdplyrevaluatefansifarverfastmapfontawesomeforcatsforeachforeignFormulafsgdatagenericsggplot2glmnetgluegridExtragtablegtoolshavenhighrHmischmshtmlTablehtmltoolshtmlwidgetsisobanditeratorsjomojquerylibjsonliteknitrlabelinglatticelibcoinlifecyclelme4magrittrMASSMatrixmatrixStatsmemoisemgcvmicemimeminqamitmlmodeltoolsmultcompmunsellmvtnormnlmenloptrnnetnumDerivordinalpanpillarpkgconfigplyrprettyunitsprogresspurrrR6rappdirsrcbalancercbsubsetRColorBrewerRcppRcppEigenreadrrlangrlemonrmarkdownrpartrstudioapisandwichsassscalesshapestringistringrsurvivalTH.datatibbletidyrtidyselecttinytextzdbucminfutf8vctrsviridisviridisLitevroomweightswithrxfunyamlzoo

multiMatch

Rendered frommultiMatch_vignette.Rnwusingknitr::knitron Nov 29 2024.

Last update: 2022-03-04
Started: 2016-05-18