Minimizing and Maximizing the Shannon Entropy for Fixed Marginals

Paula Franke, Kay Hamacher, Paul Manns

The mutual information (MI) between two random variables is an important correlation measure in data analysis. The Shannon entropy of a joint probability distribution is the variab…