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SLEMI
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]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-07
Latest Update: 2023-11-19
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 25 Jun. 2026.
Other packages that cited SLEMI R package
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Other R packages that SLEMI depends,
imports, suggests or enhances
Complete documentation for SLEMI
Functions, R codes and Examples using
the SLEMI R package
Some associated functions: SLEMI . aux_deleteNA_df . aux_theme_publ . aux_x_log_y . capacity_logreg_algorithm . capacity_logreg_main . capacity_logreg_testing . capacity_output_graph_boxplots . data_example1 . data_example2 . data_nfkb . func_formula_generator . func_input_checks . func_iterative_logreg_update . func_signal_transform . mi_logreg_algorithm . mi_logreg_main . mi_logreg_testing . output_graphs_main . prob_discr_pairwise . sampling_bootstrap .
Some associated R codes: SLEMI.R . aux_deleteNA_df.R . aux_theme_publ.R . aux_x_log_y.R . capacity_logreg_algorithm.R . capacity_logreg_main.R . capacity_logreg_testing.R . data.R . func_formula_generator.R . func_input_checks.R . func_iterative_logreg_update.R . func_sampling_functions.R . func_signal_transform.R . mi_logreg_algorithm.R . mi_logreg_main.R . mi_logreg_testing.R . output_graphs_main.R . output_graphs_single.R . prob_discr_pairwise.R . Full SLEMI package functions and examples
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