MRS
Multi-Resolution Scanning for Cross-Sample Differences
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.
- Version1.2.6
- R versionunknown
- LicenseGPL (≥ 3)
- Needs compilation?Yes
- Last release12/11/2023
Team
Jacopo Soriano and Li Ma
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