HIGH-ORDER CONDITIONAL DISTANCE COVARIANCE WITH CONDITIONAL MUTUAL INDEPENDENCE

DOI10.1017/S026996482000039XOpenAlexW3045838627MaRDI QIDQ5051161

Wang Zhou, Xue-Jun Ma, Peng-Fei Liu

Publication date: 22 November 2022

Published in: Probability in the Engineering and Informational Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1017/s026996482000039x

zbMATH Keywords

local bootstrapconditional distance covarianceconditional mutual independence

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Uses Software

• bnlearn
• MIM
• pyuvdata

Cites Work

• Measuring and testing dependence by correlation of distances
• Multivariate plug-in bandwidth selection with unconstrained pilot bandwidth matrices
• Testing conditional independence using maximal nonlinear conditional correlation
• Multivariate plug-in bandwidth selection
• Testing conditional independence via empirical likelihood
• Introduction to Graphical Modelling
• Testing Conditional Independence Restrictions
• Distance Metrics for Measuring Joint Dependence with Application to Causal Inference
• Conditional Distance Correlation
• Cross-validation Bandwidth Matrices for Multivariate Kernel Density Estimation

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