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 <firstname.lastname@example.org>|
|License||GPL (>= 3)|
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