An implementation of the MRS algorithm for comparison across distributions. 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: | 1.1 |
| Imports: | Rcpp (≥ 0.11.0), igraph, optimx |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | KernSmooth |
| Published: | 2016-01-26 |
| Author: | Jacopo Soriano and Li Ma |
| Maintainer: | Jacopo Soriano <jsoriano.stat at gmail.com> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | yes |
| CRAN checks: | MRS results |
| Reference manual: | MRS.pdf |
| Package source: | MRS_1.1.tar.gz |
| Windows binaries: | r-devel: MRS_1.1.zip, r-release: MRS_1.1.zip, r-oldrel: MRS_1.1.zip |
| OS X Snow Leopard binaries: | r-release: not available, r-oldrel: not available |
| OS X Mavericks binaries: | r-release: MRS_1.1.tgz |
| Old sources: | MRS archive |