Estimation and Confidence Intervals for Mutual Information: Issues in Convergence for Non-Normal Distributions

Theo Grigorenko, Leo Grigorenko

By employing various empirical estimators for the Mutual Information (MI) measure, we calculate and compare the estimates and their confidence intervals for both normal and non-nor…