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MRS: Multi-Resolution Scanning for Cross-Sample and Cross-Group Differences
Implements the multi-resolution scanning (MRS) method for cross-sample distribution comparisons, as described in Soriano and Ma (2017) <doi:10.1111/rssb.12180>, and the analysis of distributional variation (ANDOVA) method for cross-group comparisons introduced in Ma and Soriano (2018) <doi:10.1080/10618600.2017.1402774>. Both methods use nonparametric models on multi-resolution partition trees to detect and characterize differences among distributions, with tools for visualizing the results.
Getting started
Browse package contents
Package details |
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| Author | Jacopo Soriano [aut], Li Ma [aut, cre] |
| Maintainer | Li Ma <mastatlab@gmail.com> |
| License | GPL (>= 3) |
| Version | 1.3.2 |
| URL | https://github.com/MaStatLab/MRS |
| Package repository | View on CRAN |
| Installation |
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