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mpmi  

Mixed-Pair Mutual Information Estimators
View on CRAN: Click here


Download and install mpmi package within the R console
Install from CRAN:
install.packages("mpmi")

Install from Github:
library("remotes")
install_github("cran/mpmi")

Install by package version:
library("remotes")
install_version("mpmi", "0.43.2.1")



Attach the package and use:
library("mpmi")
Maintained by
Chris Pardy
[Scholar Profile | Author Map]
First Published: 2013-08-27
Latest Update: 2023-07-05
Description:
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.
How to cite:
Chris Pardy (2013). mpmi: Mixed-Pair Mutual Information Estimators. R package version 0.43.2.1, https://cran.r-project.org/web/packages/mpmi. Accessed 06 Apr. 2025.
Previous versions and publish date:
0.03 (2013-08-27 09:47), 0.4 (2013-10-22 08:20), 0.41 (2014-09-22 07:59), 0.42 (2016-11-20 16:40), 0.43.1 (2020-04-24 20:42), 0.43.2 (2022-03-28 19:03), 0.43 (2019-04-22 08:40)
Other packages that cited mpmi R package
View mpmi citation profile
Other R packages that mpmi depends, imports, suggests or enhances
Complete documentation for mpmi
Functions, R codes and Examples using the mpmi R package
Some associated functions: cmi . cts . disc . dmi . mmi . mp . 
Some associated R codes: cmi.R . cminjk.R . dmif.R . dpikSafe.R . mmi.R . mminjk.R . mp.R .  Full mpmi package functions and examples
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