Package: vecmatch 1.0.2
Mateusz Kolek
vecmatch: Generalized Propensity Score Estimation and Matching for Multiple Groups
Implements the Vector Matching algorithm to match multiple treatment groups based on previously estimated generalized propensity scores. The package includes tools for visualizing initial confounder imbalances, estimating treatment assignment probabilities using various methods, defining the common support region, performing matching across multiple groups, and evaluating matching quality. For more details, see Lopez and Gutman (2017) <doi:10.1214/17-STS612>.
Authors:
vecmatch_1.0.2.tar.gz
vecmatch_1.0.2.tar.gz(r-4.5-noble)vecmatch_1.0.2.tar.gz(r-4.4-noble)
vecmatch_1.0.2.tgz(r-4.4-emscripten)vecmatch_1.0.2.tgz(r-4.3-emscripten)
vecmatch.pdf |vecmatch.html✨
vecmatch/json (API)
| # Install 'vecmatch' in R: |
| install.packages('vecmatch', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/polymerase3/vecmatch/issues
- cancer - Patients with Colorectal Cancer and Adenoma metadata
Last updated 12 days agofrom:25ce27f4b5. Checks:2 OK, 1 NOTE. Indexed: no.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 07 2025 |
| R-4.5-linux | OK | Mar 07 2025 |
| R-4.4-linux | NOTE | Mar 07 2025 |
Exports:balqualcsregionestimate_gpshspinematch_gpsmosaicraincloudvspine
Dependencies:abindbackportsbootbrglm2broomcarcarDatachkclicolorspacecorrplotcowplotcpp11data.tableDerivdoBydplyrenrichwithfansifarverFormulagenericsggplot2ggppggpubrggrepelggsciggsignifgluegridExtragtableisobandjsonlitelabelinglatticelifecyclelme4lubridatemagrittrMASSMatchingMatrixMatrixModelsmclogitmemiscmgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivoptmatchpbkrtestpillarpkgconfigplyrpolynomproductplotspurrrquantregR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangrlemonrstatixscalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimechangeutf8vctrsVGAMviridisLitewithrxtsyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Evaluate Matching Quality | balqual |
| Patients with Colorectal Cancer and Adenoma metadata | cancer |
| Filter the data based on common support region | csregion |
| Calculate treatment allocation probabilities | estimate_gps |
| Match the data based on generalized propensity score | match_gps |
| Plot the distribution of categorical covariates | mosaic |
| Examine the imbalance of continuous covariates | raincloud |
| vecmatch | vecmatch |