mpmi: Mixed-Pair Mutual Information Estimators
Version 0.42

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.

Package details

AuthorChris Pardy
Date of publication2016-11-20 16:40:03
MaintainerChris Pardy <[email protected]>
LicenseGPL-3
Version0.42
URL http://r-forge.r-project.org/projects/mpmi/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mpmi")

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mpmi documentation built on May 30, 2017, 7:23 a.m.