mpmi: Mixed-pair mutual information estimators
Version 0.4

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 publication2013-11-05 03:38:02
MaintainerChris Pardy <[email protected]>
Package repositoryView on R-Forge
Installation Install the latest version of this package by entering the following in R:
install.packages("mpmi", repos="")

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mpmi documentation built on May 31, 2017, 4:36 a.m.