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In exploratory data analysis, we are often interested in identifying promising pairwise associations for further analysis while filtering out weaker, less interesting ones.
A non-parametric test of independence
Wassily Hoeffding · 1948
Earlier work this paper cites.
An informational measure of correlation
E.H. Linfoot · 1957
Earlier work this paper cites.
On measures of dependence
Alfred Rényi · 1959
Earlier work this paper cites.
Estimating optimal transformations for multiple regression and correlation
Leo Breiman and Jerome H Friedman · 1985
Earlier work this paper cites.
Estimation of mutual information using kernel density estimators
Young-Il Moon, Balaji Rajagopalan, and Upmanu Lall · 1995
Earlier work this paper cites.
Estimation of entropy and mutual information
Liam Paninski · 2003
Earlier work this paper cites.
Information theory and statistics: A tutorial
Imre Csiszár and Paul C Shields · 2004
Earlier work this paper cites.
Estimating mutual information
A. Kraskov, H. Stogbauer, and P. Grassberger · 2004
Earlier work this paper cites.
Measuring statistical dependence with hilbert-schmidt norms
Arthur Gretton, Olivier Bousquet, Alex Smola, and Bernhard Schölkopf · 2005
Earlier work this paper cites.
Elements of Information Theory
T. Cover and J. Thomas · 2006
Earlier work this paper cites.
Measuring and testing dependence by correlation of distances
Gábor J Székely, Maria L Rizzo, Nail K Bakirov, et al · 2007
Cited alongside, same era.
Genetics of gene expression and its effect on disease
Valur Emilsson, Gudmar Thorleifsson, Bin Zhang, Amy S Leonardson, Florian Zink, Jun Zhu, Sonia Carlson, Agnar Helgason, G Bragi Walters, Steinunn Gunnarsdottir, et al · 2008
Cited alongside, same era.
A kernel statistical test of independence
Arthur Gretton, Kenji Fukumizu, Choon Hui Teo, Le Song, Bernhard Schölkopf, and Alex J Smola · 2008
Cited alongside, same era.
Brownian distance covariance
G.J. Szekely and M.L. Rizzo · 2009
Cited alongside, same era.
Detecting novel associations in large data sets
David N Reshef, Yakir A Reshef, Hilary K Finucane, Sharon R Grossman, Gilean McVean, Peter J Turnbaugh, Eric S Lander, Michael Mitzenmacher, and Pardis C Sabeti · 2011
Cited alongside, same era.
A correlation for the 21st century
T. Speed · 2011
The randomized dependence coefficient
David Lopez-Paz, Philipp Hennig, and Bernhard Schölkopf · 2013
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Equitability analysis of the maximal information coefficient, with comparisons
David Reshef, Yakir Reshef, Michael Mitzenmacher, and Pardis Sabeti · 2013
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Equivalence of distance-based and rkhs-based statistics in hypothesis testing
Dino Sejdinovic, Bharath Sriperumbudur, Arthur Gretton, Kenji Fukumizu, et al · 2013
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Consistent distribution-free k k -sample and independence tests for univariate random variables
Ruth Heller, Yair Heller, Shachar Kaufman, Barak Brill, and Malka Gorfine · 2014
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Fast computing for distance covariance
Xiaoming Huo and Gabor J Szekely · 2014
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Cited alongside, same era.
Comment on “Detecting novel associations in large data sets”
M. Gorfine, R. Heller, and Y. Heller · 2012
Cited alongside, same era.
A kernel two-sample test
Arthur Gretton, Karsten M Borgwardt, Malte J Rasch, Bernhard Schölkopf, and Alexander Smola · 2012
Cited alongside, same era.
Comment on “Detecting novel associations in large data sets”
N. Simon and R. Tibshirani · 2012
Cited alongside, same era.
A consistent multivariate test of association based on ranks of distances
Ruth Heller, Yair Heller, and Malka Gorfine · 2013
Cited alongside, same era.
Measuring dependence powerfully and equitably
Yakir A Reshef, David N Reshef, Hilary K Finucane, Pardis C Sabeti, and Michael Mitzenmacher
Cited in the paper.
Equitability, interval estimation, and statistical power
Yakir A Reshef, David N Reshef, Pardis C Sabeti, and Michael Mitzenmacher
Cited in the paper.
Later among the works it cites.
Non-parametric k-sample tests via dynamic slicing
Bo Jiang, Chao Ye, and Jun S Liu · 2014
Later among the works it cites.
Equitability, mutual information, and the maximal information coefficient
Justin B. Kinney and Gurinder S. Atwal · 2014
Later among the works it cites.
R2-equitability is satisfiable
Ben Murrell, Daniel Murrell, and Hugh Murrell · 2014
Later among the works it cites.
Cleaning up the record on the maximal information coefficient and equitability
David N. Reshef, Yakir A. Reshef, Michael Mitzenmacher, and Pardis C. Sabeti · 2014
Later among the works it cites.
Personal communication, April 2015
David Lopez-Paz · 2015
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