Package: bigmatch 0.6.4
bigmatch: Making Optimal Matching Size-Scalable Using Optimal Calipers
Implements optimal matching with near-fine balance in large observational studies with the use of optimal calipers to get a sparse network. The caliper is optimal in the sense that it is as small as possible such that a matching exists. The main functions in the 'bigmatch' package are optcal() to find the optimal caliper, optconstant() to find the optimal number of nearest neighbors, and nfmatch() to find a near-fine balance match with a caliper and a restriction on the number of nearest neighbors. Yu, R., Silber, J. H., and Rosenbaum, P. R. (2020). <doi:10.1214/19-sts699>.
Authors:
bigmatch_0.6.4.tar.gz
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bigmatch.pdf |bigmatch.html✨
bigmatch/json (API)
| # Install 'bigmatch' in R: |
| install.packages('bigmatch', repos = c('https://ruoqiyu.r-universe.dev', 'https://cloud.r-project.org')) |
- nh0506 - Smoking and homocysteine levels in NHANES 2005-2006.
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:366f5bbee6. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 29 2024 |
| R-4.5-win | OK | Oct 29 2024 |
| R-4.5-linux | OK | Oct 29 2024 |
| R-4.4-win | OK | Oct 29 2024 |
| R-4.4-mac | OK | Oct 29 2024 |
| R-4.3-win | OK | Oct 29 2024 |
| R-4.3-mac | OK | Oct 29 2024 |
Exports:checkedgenumfindexactglovernearfinenetfinenfmatchoptcaloptconstantsmahal
Dependencies:BHiteratorsitertoolsliqueueRMASSmvnfastplyrrcbalanceRcppRcppArmadillorlemon
