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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
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Downloads (Last 6 months): 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.

Last Updated

Dec 13, 2019 at 20:32

License

GPL-3

Total Downloads

22

Supported Platforms

linux-64
macOS-64
win-64