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rmi  

Mutual Information Estimators
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rmi", "0.1.1")



Attach the package and use:
library("rmi")
Maintained by
Isaac Michaud
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-08-02
Latest Update: 2018-08-02
Description:
Provides mutual information estimators based on k-nearest neighbor estimators by A. Kraskov, et al. (2004) <doi:10.1103/PhysRevE.69.066138>, S. Gao, et al. (2015) <http://proceedings.mlr.press/v38/gao15.pdf> and local density estimators by W. Gao, et al. (2017) <doi:10.1109/ISIT.2017.8006749>.
How to cite:
Isaac Michaud (2018). rmi: Mutual Information Estimators. R package version 0.1.1, https://cran.r-project.org/web/packages/rmi
Previous versions and publish date:
No previous versions
Other packages that cited rmi R package
View rmi citation profile
Other R packages that rmi depends, imports, suggests or enhances
Functions, R codes and Examples using the rmi R package
Some associated functions: estimate_mse . knn_mi . lnn_entropy . lnn_mi . nearest_neighbors . optimize_mse . rmi . rmvn . simulate_mvn . 
Some associated R codes: RcppExports.R . compute_lnc_threshold.R . local_nearest_neighbor.R . nearest_neighbors.R . rmi.R . rmvn.R .  Full rmi package functions and examples
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