MRS

Multi-Resolution Scanning for Cross-Sample Differences

Last update: 11 December 2023

Copyright license: GNU General Public License

Software version identifier: 1.2.4, 1.0, 1.1.1, 1.1, 1.2.1, 1.2.2, 1.2.3, 1.2.5, 1.2, 1.2.6

Source code repository: https://github.com/cran/MRS

Description

An implementation of the MRS algorithm for comparison across distributions, as described in Jacopo Soriano, Li Ma (2017) <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.

Cites work

Probabilistic Multi-Resolution Scanning for Two-Sample Differences

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