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r-mrs

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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.

Installation

To install this package, run one of the following:

Conda
$conda install r_test::r-mrs

Usage Tracking

1.2.4
1 / 8 versions selected
Total downloads: 0

About

Summary

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.

Information Last Updated

Apr 22, 2025 at 15:32

License

GPL-3

Total Downloads

22

Platforms

Linux 64 Version: 1.2.4
macOS 64 Version: 1.2.4
Win 64 Version: 1.2.4