Statistical Learning Based Estimation of Mutual Information


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Documentation for package ‘SLEMI’ version 1.0.2

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capacity_logreg_algorithm Main algorithm to calculate channel capacity by SLEMI approach
capacity_logreg_main Estimate channel capacity between discrete input and continuous output
data_nfkb Data from experiment with NFkB pathway
mi_logreg_algorithm Main algorithm to calculate mutual information by SLEMI approach
mi_logreg_main Estimate mutual information between discrete input and continuous output
prob_discr_pairwise Calculates Probability of pairwise discrimination