MRS: Multi-Resolution Scanning for Cross-Sample Differences
Version 1.2.1

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.

Getting started

Package details

AuthorJacopo Soriano and Li Ma
Date of publication2016-07-21 19:06:29
MaintainerJacopo Soriano <jsoriano.stat@gmail.com>
LicenseGPL (>= 3)
Version1.2.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("MRS")

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MRS documentation built on May 29, 2017, 9:27 p.m.