Package: MRS 1.3.2
Li Ma
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.
Authors:
MRS_1.3.2.tar.gz
MRS_1.3.2.zip(r-4.7-x86_64)MRS_1.3.2.zip(r-4.7-arm64)
MRS_1.3.2.tar.gz(r-4.7-arm64)MRS_1.3.2.tar.gz(r-4.7-x86_64)MRS_1.3.2.tar.gz(r-4.6-arm64)MRS_1.3.2.tar.gz(r-4.6-x86_64)
MRS_1.3.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
MRS/json (API)
| # Install 'MRS' in R: |
| install.packages('MRS', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mastatlab/mrs/issues
Last updated from:45a323a827. Checks:8 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 119 | ||
| linux-devel-x86_64 | OK | 141 | ||
| source / vignettes | OK | 191 | ||
| linux-release-arm64 | OK | 119 | ||
| linux-release-x86_64 | OK | 143 | ||
| windows-devel-arm64 | OK | 213 | ||
| windows-devel-x86_64 | OK | 132 | ||
| wasm-release | OK | 117 |
Exports:andovamrsplot1Dplot1DSigWindowsplot2DplotTree
Dependencies:RcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Multi Resolution Scanning for one-way ANDOVA using the multi-scale Beta-Binomial model | andova |
| Multi Resolution Scanning | mrs |
| Plot regions of the representative tree in 1D | plot1D |
| Plot one-dimensional windows selected by Bayesian FDR | plot1DSigWindows |
| Plot regions of the representative tree in 2D | plot2D |
| Plot nodes of the representative tree | plotTree |
| Print summary of a mrs object | print.summary.mrs |
| Summary of a mrs object | summary.mrs |