Package: mpmi 0.4

Chris Pardy

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.

Authors:Chris Pardy

mpmi_0.4.tar.gz
mpmi_0.4.zip(r-4.7)mpmi_0.4.zip(r-4.6)mpmi_0.4.zip(r-4.5)
mpmi_0.4.tgz(r-4.6-x86_64)mpmi_0.4.tgz(r-4.6-arm64)mpmi_0.4.tgz(r-4.5-x86_64)mpmi_0.4.tgz(r-4.5-arm64)
mpmi_0.4.tar.gz(r-4.7-arm64)mpmi_0.4.tar.gz(r-4.7-x86_64)mpmi_0.4.tar.gz(r-4.6-arm64)mpmi_0.4.tar.gz(r-4.6-x86_64)
mpmi_0.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
mpmi/json (API)
NEWS

# Install 'mpmi' in R:
install.packages('mpmi', repos = c('https://r-forge.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://r-forge.r-project.org/projects/mpmi

Uses libs:
  • fortran– Runtime library for GNU Fortran applications
Datasets:
  • cts - A group of simulated continuous variables
  • disc - A group of simulated categorical (discrete) variables

On CRAN:

Conda:

fortran

3.61 score 41 scripts 287 downloads 13 exports 1 dependencies

Last updated from:dcf44adc48. Checks:11 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64NOTE109
linux-devel-x86_64NOTE107
source / vignettesOK153
linux-release-arm64NOTE109
linux-release-x86_64NOTE95
macos-release-arm64NOTE99
macos-release-x86_64NOTE239
macos-oldrel-arm64NOTE104
macos-oldrel-x86_64NOTE198
windows-develNOTE96
windows-releaseNOTE76
windows-oldrelNOTE82
wasm-releaseOK92

Exports:cmicmi.pwcminjkcminjk.pwdmidmi.pwdminjkdminjk.pwmmimmi.pwmminjkmminjk.pwmp

Dependencies:KernSmooth

Introduction to mpmi

Rendered fromVignette.Rnwusingutils::Sweaveon May 12 2026.

Last update: 2013-10-16
Started: 2013-10-08