mpmi: Mixed-pair mutual information estimators

Uses a kernel smoothing approach to calculate Mutual Information for comparisons between all types of variables including continuous vs continuous, continuous vs discrete and discrete vs discrete. Uses a nonparametric bias correction giving Bias Corrected Mutual Information (BCMI). Implemented efficiently in Fortran 95 with OpenMP and suited to large genomic datasets.

Version: 0.4
Depends: KernSmooth
Published: 2013-10-22
Author: Chris Pardy
Maintainer: Chris Pardy <cpardy at>
License: GPL-3
NeedsCompilation: yes
Materials: NEWS
CRAN checks: mpmi results


Reference manual: mpmi.pdf
Vignettes: Introduction to mpmi
Package source: mpmi_0.4.tar.gz
MacOS X binary: mpmi_0.4.tgz
Windows binary:
Old sources: mpmi archive