CRAN/E | mpmi

mpmi

Mixed-Pair Mutual Information Estimators

Installation

About

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.

r-forge.r-project.org/projects/mpmi/

Key Metrics

Version 0.43.2.1
R ≥ 3.6.2
Published 2023-07-05 293 days ago
Needs compilation? yes
License GPL-3
CRAN checks mpmi results

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Maintainer

Maintainer

Chris Pardy

cooliomcdude@gmail.com

Authors

Chris Pardy

Material

NEWS
Reference manual
Package source

In Views

Omics

Vignettes

Introduction to mpmi

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mpmi archive

Depends

R ≥ 3.6.2
KernSmooth

Reverse Imports

fsMTS
psSubpathway

Reverse Suggests

Corbi