MD2sample: Various Methods for the Two Sample Problem in D>1 Dimensions
The routine twosample_test() in this package runs the two-sample test using various test statistic for multivariate data. The user can also run several tests and then find a p value adjusted for simultaneous inference. The p values are found via permutation or via the parametric bootstrap. The routine twosample_power() allows the estimation of the power of the tests. The routine run.studies() allows a user to quickly study the power of a new method and how it compares to those included in the package. For details of the methods and references see the included vignettes.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.5) |
| Imports: | Rcpp, parallel, stats,FNN,copula,ade4,gTests,igraph,lsa,microbenchmark,mvtnorm,Ball |
| LinkingTo: | Rcpp |
| Suggests: | rmarkdown,knitr,ggplot2,egg,testthat (≥ 3.0.0) |
| Published: | 2025-07-22 |
| DOI: | 10.32614/CRAN.package.MD2sample |
| Author: | Wolfgang Rolke [aut, cre] |
| Maintainer: | Wolfgang Rolke <wolfgang.rolke at upr.edu> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | MD2sample results |
Documentation:
| Reference manual: | MD2sample.html ,MD2sample.pdf |
| Vignettes: | Case Studies (source,R code) MD2sample (source,R code) |
Downloads:
| Package source: | MD2sample_1.0.0.tar.gz |
| Windows binaries: | r-devel:MD2sample_1.0.0.zip, r-release:MD2sample_1.0.0.zip, r-oldrel:MD2sample_1.0.0.zip |
| macOS binaries: | r-release (arm64):MD2sample_1.0.0.tgz, r-oldrel (arm64):MD2sample_1.0.0.tgz, r-release (x86_64):MD2sample_1.0.0.tgz, r-oldrel (x86_64):MD2sample_1.0.0.tgz |
Linking:
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