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) <10.1111>.
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.10.1111>