An Information-Theoretic Measure of Dependency Among Variables in Large Datasets

Ali Mousavi, Richard G. Baraniuk

The maximal information coefficient (MIC), which measures the amount of dependence between two variables, is able to detect both linear and non-linear associations. However, comput…