Package: MRS 1.2.6

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.

Authors:Jacopo Soriano and Li Ma

MRS_1.2.6.tar.gz
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MRS.pdf |MRS.html✨
MRS/json (API)

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5 exports 2.63 score 13 dependencies 13 mentions 7 scripts 257 downloads

Last updated 9 months agofrom:ecbcf96d61. Checks:OK: 9. Indexed: yes.

Exports:andovamrsplot1Dplot2DplotTree

Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigRcppRcppArmadillorlangvctrs