Symmetric Rank Covariances: a Generalised Framework for Nonparametric Measures of Dependence

18 August 2017

Papers citing "Symmetric Rank Covariances: a Generalised Framework for Nonparametric Measures of Dependence"

24 / 24 papers shown

Title
A Permutation-Free Kernel Independence Test S. Shekhar Ilmun Kim Aaditya Ramdas 70 11 0 18 Dec 2022
A survey of some recent developments in measures of association S. Chatterjee 59 16 0 09 Nov 2022
Measures of independence and functional dependence Peter J. Bickel 57 15 0 27 Jun 2022
A Simple Unified Approach to Testing High-Dimensional Conditional Independences for Categorical and Ordinal Data Ankur Ankan J. Textor CML 88 5 0 09 Jun 2022
Limiting spectral distribution of large dimensional Spearman's rank correlation matrices Zeyu Wu Cheng-Long Wang 89 10 0 23 Dec 2021
Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics Hongjian Shi Mathias Drton Marc Hallin Fang Han 60 6 0 30 Nov 2021
Pearson Chi-squared Conditional Randomization Test Adel Javanmard M. Mehrabi 74 6 0 29 Oct 2021
On boosting the power of Chatterjee's rank correlation Zhexiao Lin Fang Han 69 43 0 15 Aug 2021
Exact Detection Thresholds and Minimax Optimality of Chatterjee's Correlation Coefficient Arnab Auddy Nabarun Deb Sagnik Nandy 62 16 0 30 Apr 2021
On the power of Chatterjee rank correlation Hongjian Shi Mathias Drton Fang Han 93 52 0 26 Aug 2020
On universally consistent and fully distribution-free rank tests of vector independence Hongjian Shi Marc Hallin Mathias Drton Fang Han 84 37 0 04 Jul 2020
Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA) T. Gneiting Eva-Maria Walz 73 18 0 29 Nov 2019
Counting Small Permutation Patterns Chaim Even-Zohar Calvin Leng 61 25 0 04 Nov 2019
A New Framework for Distance and Kernel-based Metrics in High Dimensions Shubhadeep Chakraborty Xianyang Zhang 58 32 0 30 Sep 2019
A new coefficient of correlation S. Chatterjee 120 259 0 23 Sep 2019
Multivariate Rank-based Distribution-free Nonparametric Testing using Measure Transportation Nabarun Deb B. Sen 131 134 0 18 Sep 2019
Multivariate Ranks and Quantiles using Optimal Transport: Consistency, Rates, and Nonparametric Testing Promit Ghosal B. Sen 93 60 0 14 May 2019
High dimensional consistent independence testing with maxima of rank correlations Mathias Drton Fang Han Hongjian Shi 85 43 0 14 Dec 2018
Ball: An R package for detecting distribution difference and association in metric spaces Jin Zhu L. Manikonda Wei Zheng S. Kambhampati 97 14 0 09 Nov 2018
The Hellinger Correlation G. Geenens P. Lafaye De Micheaux 108 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 114 16 0 14 Jul 2018
Multiscale Fisher's Independence Test for Multivariate Dependence S. Gorsky L. Ma 64 8 0 18 Jun 2018
The Hardness of Conditional Independence Testing and the Generalised Covariance Measure Rajen Dinesh Shah J. Peters 188 303 0 19 Apr 2018
Nonparametric independence testing via mutual information Thomas B. Berrett R. Samworth 111 102 0 17 Nov 2017