DESCRIPTION

Package: MRS
Type: Package
Title: Multi-Resolution Scanning for Cross-Sample Differences
Version: 1.2.3
Date: 2018-01-07
Author: Jacopo Soriano and Li Ma
Maintainer: Jacopo Soriano <jsoriano.stat@gmail.com>
Description: An implementation of the MRS algorithm for comparison across distributions,
  as described in Jacopo Soriano, Li Ma (2016) <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.
License: GPL (>= 3)
Imports: Rcpp (>= 0.11.0), igraph
Suggests: KernSmooth
LinkingTo: Rcpp, RcppArmadillo
NeedsCompilation: yes