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:
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')) |
- catholic_schools - 1980 and 1982 High School and Beyond Data
- minischool - Mini-data set for illustration
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 5 months agofrom:6e4703490b. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 30 2024 |
| R-4.5-linux | OK | Oct 30 2024 |
Exports:aggassembleMatchbalanceMultibalanceTablebuildCaliperci_funcdescribe_data_countselastichandleNAis.binaryis.matchMultiResultmatch2distancematchMultimatchMultioutcomematchMultisensmatchSchoolsmatchStudentspairmatchelasticpe_funcpval_funcrematchSchoolsresolve.colssdiffsmahalstudents2schoolstally_schools
Dependencies:backportsbase64encbitbit64bootbroombslibcachemcheckmateclicliprclustercodetoolscoincolorspacecpp11crayondata.tabledigestdplyrevaluatefansifarverfastmapfontawesomeforcatsforeachforeignFormulafsgdatagenericsggplot2glmnetgluegridExtragtablegtoolshavenhighrHmischmshtmlTablehtmltoolshtmlwidgetsisobanditeratorsjomojquerylibjsonliteknitrlabelinglatticelibcoinlifecyclelme4magrittrMASSMatrixmatrixStatsmemoisemgcvmicemimeminqamitmlmodeltoolsmultcompmunsellmvtnormnlmenloptrnnetnumDerivordinalpanpillarpkgconfigplyrprettyunitsprogresspurrrR6rappdirsrcbalancercbsubsetRColorBrewerRcppRcppEigenreadrrlangrlemonrmarkdownrpartrstudioapisandwichsassscalesshapestringistringrsurvivalTH.datatibbletidyrtidyselecttinytextzdbucminfutf8vctrsviridisviridisLitevroomweightswithrxfunyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| matchMulti Package | matchMulti-package |
| Performs balance checking after multilevel matching. | balanceMulti |
| Construct propensity score caliper | buildCaliper |
| 1980 and 1982 High School and Beyond Data | catholic_schools |
| Print out summary of student and school counts | describe_data_counts |
| Optimal Subset Matching without Balance Constraints | elastic pairmatchelastic |
| A function that performs multilevel matching. | matchMulti |
| Performs an outcome analysis after multilevel matching. | matchMultioutcome |
| matchMultiResult object for results of power calculations | is.matchMultiResult matchMultiResult print.matchMultiResult summary.matchMultiResult |
| Rosenbaum Bounds after Multilevel Matching | matchMultisens |
| Mini-data set for illustration | minischool |
| Repeat School Match Only | rematchSchools |
| Tally schools and students in a given dataset | tally_schools |