MRS - Multi-Resolution Scanning for Cross-Sample Differences
An implementation of the MRS algorithm for comparison across distributions, as described in Jacopo Soriano, Li Ma (2017) <doi:10.1111/rssb.12180>. 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.
Last updated 1 years ago
cpp
2.00 score 7 scripts 281 downloadsgrove - Wavelet Functional ANOVA Through Markov Groves
Functional denoising and functional ANOVA through wavelet-domain Markov groves. Fore more details see: Ma L. and Soriano J. (2018) Efficient functional ANOVA through wavelet-domain Markov groves. <arXiv:1602.03990v2 [stat.ME]>.
Last updated 1 years ago
openblascpp
1.18 score 15 scripts 176 downloads