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.

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

View on CRAN

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