Estimation of mutual information for real-valued data with error bars and controlled bias

Caroline M. Holmes, Ilya Nemenman

Estimation of mutual information between (multidimensional) real-valued variables is used in analysis of complex systems, biological systems, and recently also quantum systems. Thi…