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An implementation of the MRS algorithm for comparison across distributions, as described in Jacopo Soriano, Li Ma (2017) <doi:10.1111/rssb.12180>. The model is based on a nonparametric process taking the form of a Markov model that transitions between a "null" and an "alternative" state on a multi-resolution partition tree of the sample space. MRS effectively detects and characterizes a variety of underlying differences. These differences can be visualized using several plotting functions.
Version: | 1.2.6 |
Imports: | Rcpp (≥ 0.11.0), igraph, methods |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | KernSmooth |
Published: | 2023-12-11 |
DOI: | 10.32614/CRAN.package.MRS |
Author: | Jacopo Soriano and Li Ma |
Maintainer: | Li Ma <li.ma at duke.edu> |
License: | GPL (≥ 3) |
NeedsCompilation: | yes |
CRAN checks: | MRS results |
Reference manual: | MRS.pdf |
Package source: | MRS_1.2.6.tar.gz |
Windows binaries: | r-devel: MRS_1.2.6.zip, r-release: MRS_1.2.6.zip, r-oldrel: MRS_1.2.6.zip |
macOS binaries: | r-release (arm64): MRS_1.2.6.tgz, r-oldrel (arm64): MRS_1.2.6.tgz, r-release (x86_64): MRS_1.2.6.tgz, r-oldrel (x86_64): MRS_1.2.6.tgz |
Old sources: | MRS archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.