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: 0.43
Depends: KernSmooth
Published: 2019-04-22
Author: Chris Pardy
Maintainer: Chris Pardy <cooliomcdude at gmail.com>
License: GPL-3
URL: http://r-forge.r-project.org/projects/mpmi/
NeedsCompilation: yes
Materials: NEWS
CRAN checks: mpmi results

Downloads:

Reference manual: mpmi.pdf
Vignettes: Introduction to mpmi
Package source: mpmi_0.43.tar.gz
Windows binaries: r-devel: mpmi_0.43.zip, r-release: mpmi_0.43.zip, r-oldrel: mpmi_0.43.zip
OS X binaries: r-release: mpmi_0.43.tgz, r-oldrel: mpmi_0.43.tgz
Old sources: mpmi archive

Reverse dependencies:

Reverse imports: Corbi

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