MRS (Q27763)
From MaRDI portal
Multi-Resolution Scanning for Cross-Sample Differences
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | MRS |
Multi-Resolution Scanning for Cross-Sample Differences |
Statements
11 December 2023
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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.
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Identifiers
19 December 2023
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