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: 1.2.1
Imports: Rcpp (≥ 0.11.0), igraph, optimx
LinkingTo: Rcpp, RcppArmadillo
Suggests: KernSmooth
Published: 2016-07-21
Author: Jacopo Soriano and Li Ma
Maintainer: Jacopo Soriano <jsoriano.stat at>
License: GPL (≥ 3)
NeedsCompilation: yes
CRAN checks: MRS results


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


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