Multi-Resolution Scanning for Cross-Sample Differences

An implementation of the MRS algorithm for comparison across distributions, as described in Jacopo Soriano, Li Ma (2016) . 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.


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install.packages("MRS")

1.2.4 by Li Ma, a year ago


Browse source code at https://github.com/cran/MRS


Authors: Jacopo Soriano and Li Ma


Documentation:   PDF Manual  


GPL (>= 3) license


Imports Rcpp, igraph

Suggests KernSmooth

Linking to Rcpp, RcppArmadillo


See at CRAN