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.


Reference manual

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1.2.4 by Li Ma, 4 years ago

Browse source code at

Authors: Jacopo Soriano and Li Ma

Documentation:   PDF Manual  

GPL (>= 3) license

Imports Rcpp, igraph

Suggests KernSmooth

Linking to Rcpp, RcppArmadillo

See at CRAN