MRS: Multi-Resolution Scanning for Cross-Sample Differences

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An implementation of the MRS algorithm for comparison across distributions. 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.

Author
Jacopo Soriano and Li Ma
Date of publication
2016-07-21 19:06:29
Maintainer
Jacopo Soriano <jsoriano.stat@gmail.com>
License
GPL (>= 3)
Version
1.2.1

View on CRAN

Man pages

andova
Multi Resolution Scanning for one-way ANDOVA using the...
mrs
Multi Resolution Scanning
plot1D
Plot regions of the representative tree in 1D
plot2D
Plot regions of the representative tree in 2D
plotTree
Plot nodes of the representative tree
print.summary.mrs
Print summary of a mrs object
summary.mrs
Summary of a mrs object

Files in this package

MRS
MRS/src
MRS/src/Makevars
MRS/src/recursion.h
MRS/src/helpers.cpp
MRS/src/recursion.cpp
MRS/src/main.cpp
MRS/src/helpers.h
MRS/src/Makevars.win
MRS/src/RcppExports.cpp
MRS/NAMESPACE
MRS/R
MRS/R/summary.mrs.R
MRS/R/plotTree.R
MRS/R/print.summary.mrs.R
MRS/R/RcppExports.R
MRS/R/plot1D.R
MRS/R/plot2D.R
MRS/R/andova.R
MRS/R/mrs.R
MRS/MD5
MRS/DESCRIPTION
MRS/man
MRS/man/summary.mrs.Rd
MRS/man/andova.Rd
MRS/man/mrs.Rd
MRS/man/plotTree.Rd
MRS/man/print.summary.mrs.Rd
MRS/man/plot2D.Rd
MRS/man/plot1D.Rd