Nonparametric independence testing via mutual information

17 November 2017

Papers citing "Nonparametric independence testing via mutual information"

13 / 13 papers shown

Title
Information-Theoretic Measures on Lattices for High-Order Interactions Zhaolu Liu Mauricio Barahona Robert L. Peach 75 0 0 13 Mar 2025
On Ranking-based Tests of Independence Myrto Limnios Stéphan Clémençon 59 0 0 12 Mar 2024
Deep Sufficient Representation Learning via Mutual Information Siming Zheng Yuanyuan Lin Jian Huang SSL DRL 47 0 0 21 Jul 2022
A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal Data Ankur Ankan J. Textor CML 34 5 0 09 Jun 2022
Discussion of 'Multivariate Fisher's independence test for multivariate dependence' Thomas B. Berrett 27 0 0 02 May 2022
On boosting the power of Chatterjee's rank correlation Zhexiao Lin Fang Han 26 39 0 15 Aug 2021
BEAUTY Powered BEAST Kai Zhang Zhigen Zhao Wen-Xin Zhou 29 8 0 01 Mar 2021
A Test for Independence Via Bayesian Nonparametric Estimation of Mutual Information L. Al-Labadi Forough Fazeli Asl Z. Saberi 11 6 0 10 Feb 2020
Multivariate Rank-based Distribution-free Nonparametric Testing using Measure Transportation Nabarun Deb B. Sen 31 129 0 18 Sep 2019
The Hellinger Correlation G. Geenens P. Lafaye De Micheaux 11 32 0 24 Oct 2018
The conditional permutation test for independence while controlling for confounders Thomas B. Berrett Yi Wang Rina Foygel Barber R. Samworth 35 16 0 14 Jul 2018
A consistent test of independence based on a sign covariance related to Kendall's tau Wicher P. Bergsma A. Dassios 95 129 0 24 Jul 2010
Measuring and testing dependence by correlation of distances G. Székely Maria L. Rizzo N. K. Bakirov 177 2,577 0 28 Mar 2008