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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.
Package details |
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Author | Jacopo Soriano and Li Ma |
Maintainer | Li Ma <li.ma@duke.edu> |
License | GPL (>= 3) |
Version | 1.2.6 |
Package repository | View on CRAN |
Installation |
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