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SLEMI  

Statistical Learning Based Estimation of Mutual Information
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SLEMI", "1.0.2")



Attach the package and use:
library("SLEMI")
Maintained by
Tomasz Jetka
[Scholar Profile | Author Map]
First Published: 2019-10-07
Latest Update: 2021-02-22
Description:
The implementation of the algorithm for estimation of mutual information and channel capacity from experimental data by classification procedures (logistic regression). Technically, it allows to estimate information-theoretic measures between finite-state input and multivariate, continuous output. Method described in Jetka et al. (2019) <doi:10.1371/journal.pcbi.1007132>.
How to cite:
Tomasz Jetka (2019). SLEMI: Statistical Learning Based Estimation of Mutual Information. R package version 1.0.2, https://cran.r-project.org/web/packages/SLEMI. Accessed 21 Apr. 2025.
Previous versions and publish date:
1.0.1 (2021-02-22 12:10), 1.0 (2019-10-07 16:20)
Other packages that cited SLEMI R package
View SLEMI citation profile
Other R packages that SLEMI depends, imports, suggests or enhances
Complete documentation for SLEMI
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