MRS: Multi-Resolution Scanning for Cross-Sample Differences
Version 1.2.4

An implementation of the MRS algorithm for comparison across distributions, as described in Jacopo Soriano, Li Ma (2016) . 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 publication2018-01-23 09:10:10 UTC
MaintainerLi Ma <[email protected]>
LicenseGPL (>= 3)
Version1.2.4
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 Jan. 23, 2018, 5:03 p.m.