MRS: Multi-Resolution Scanning for Cross-Sample Differences

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: 1.2.2
Imports: Rcpp (≥ 0.11.0), igraph
LinkingTo: Rcpp, RcppArmadillo
Suggests: KernSmooth
Published: 2017-10-18
Author: Jacopo Soriano and Li Ma
Maintainer: Jacopo Soriano <jsoriano.stat at gmail.com>
License: GPL (≥ 3)
NeedsCompilation: yes
CRAN checks: MRS results

Downloads:

Reference manual: MRS.pdf
Package source: MRS_1.2.2.tar.gz
Windows binaries: r-devel: MRS_1.2.1.zip, r-release: MRS_1.2.1.zip, r-oldrel: MRS_1.2.2.zip
OS X El Capitan binaries: r-release: MRS_1.2.2.tgz
OS X Mavericks binaries: r-oldrel: MRS_1.2.2.tgz
Old sources: MRS archive

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