Independence test for large sparse contingency tables based on distance correlation

摘要

We propose a new approach to testing independence in a sparse contingency table based on distance correlation measure. We derive the explicit formula of the distance correlation between two categorical variables and suggest a simple permutation test for practical implementation. (C) 2018 Elsevier B.V. All rights reserved.