Measuring dependence powerfully and equitably

Yakir Reshef, David N. Reshef, Hilary K. Finucane, Pardis C. Sabeti, Michael Mitzenmacher

Type: Article

Publication Date: 2016-01-01

Citations: 34

DOI: https://doi.org/10.5555/2946645.3053493

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Locations

arXiv (Cornell University) - View

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+ PDF Chat	Symmetric rank covariances: a generalized framework for nonparametric measures of dependence	2018	Luca Weihs Mathias Drton Nicolai Meinshausen
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+	Measuring Association on Topological Spaces Using Kernels and Geometric Graphs	2020	Nabarun Deb Promit Ghosal Bodhisattva Sen
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+	Consistency of the Maximal Information Coefficient Estimator	2021	John Lazarsfeld Aaron M. Johnson
+ PDF Chat	Four simple axioms of dependence measures	2018	Tamás F. Móri Gábor J. Székely
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+	Using tours to visually investigate properties of new projection pursuit indexes with application to problems in physics.	2019	Ursula Laa Dianne Cook
+	Multivariate Rank-based Distribution-free Nonparametric Testing using Measure Transportation	2019	Nabarun Deb Bodhisattva Sen
+	Validation of association	2020	Bogdan Ćmiel Teresa Ledwina

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Action	Title	Year	Authors
+	Probability and Computing: Randomized Algorithms and Probabilistic Analysis	2005	Michael Mitzenmacher Eli Upfal
+	A Correlation for the 21st Century	2011	Terence P. Speed
+ PDF Chat	A Non-Parametric Test of Independence	1948	Wassily Hoeffding
+	Cleaning up the record on the maximal information coefficient and equitability	2014	David N. Reshef Yakir Reshef Michael Mitzenmacher Pardis C. Sabeti
+	Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting	1988	William S. Cleveland Susan J. Devlin
+ PDF Chat	Brownian distance covariance	2009	Gábor J. Székely Maria L. Rizzo
+	Estimating Optimal Transformations for Multiple Regression and Correlation	1985	Leo Breiman Jerome H. Friedman
+	<i>R</i> <sup>2</sup> -equitability is satisfiable	2014	Ben Murrell Daniel S Murrell Hugh Murrell
+	An informational measure of correlation	1957	E. H. Linfoot
+	The Randomized Dependence Coefficient	2013	David López-Paz Philipp Hennig Bernhard Schölkopf