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Implements the multi-resolution scanning (MRS) method for cross-sample distribution comparisons, as described in Soriano and Ma (2017) <doi:10.1111/rssb.12180>, and the analysis of distributional variation (ANDOVA) method for cross-group comparisons introduced in Ma and Soriano (2018) <doi:10.1080/10618600.2017.1402774>. Both methods use nonparametric models on multi-resolution partition trees to detect and characterize differences among distributions, with tools for visualizing the results.
| Version: | 1.3.2 |
| Imports: | Rcpp (≥ 1.0.0) |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | KernSmooth, testthat (≥ 3.0.0) |
| Published: | 2026-07-22 |
| DOI: | 10.32614/CRAN.package.MRS |
| Author: | Jacopo Soriano [aut], Li Ma [aut, cre] |
| Maintainer: | Li Ma <mastatlab at gmail.com> |
| BugReports: | https://github.com/MaStatLab/MRS/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/MaStatLab/MRS |
| NeedsCompilation: | yes |
| Materials: | README, NEWS |
| CRAN checks: | MRS results |
| Reference manual: | MRS.html , MRS.pdf |
| Package source: | MRS_1.3.2.tar.gz |
| Windows binaries: | r-devel: not available, r-release: MRS_1.3.2.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): MRS_1.3.2.tgz, r-oldrel (arm64): MRS_1.3.2.tgz, r-release (x86_64): MRS_1.3.2.tgz, r-oldrel (x86_64): MRS_1.3.2.tgz |
| Old sources: | MRS archive |
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These binaries (installable software) and packages are in development.
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