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A family of maximum mean discrepancy (MMD) kernel two-sample tests is introduced.
Sulla determinazione empirica di una legge di distribuzione
Andrey N Kolmogorov · 1933
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The accuracy of the gaussian approximation to the sum of independent variates
Andrew C Berry · 1941
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Table for estimating the goodness of fit of empirical distributions
Nickolay Smirnov · 1948
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Relative density-ratio estimation for robust distribution comparison
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On the convergence of moments in the central limit theorem
Bengt Von Bahr · 1965
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Approximation Theorems of Mathematical Statistics
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An Introduction to the Bootstrap
B. Efron and R. J. Tibshirani · 1993
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Continuous univariate distributions
Norman Lloyd Johnson, Samuel Kotz, and Narayanaswamy Balakrishnan · 1994
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Support vector learning
B Schölkopf · 1997
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On a new multivariate two-sample test
L. Baringhaus and C. Franz · 2004
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Reproducing Kernel Hilbert Spaces in Probability and Statistics
A. Berlinet and C. Thomas-Agnan · 2004
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Testing for equal distributions in high dimension
G. Székely and M. Rizzo · 2004
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A kernel method for the two-sample-problem
Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, and Alexander J. Smola · 2006
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Two-stage U-statistics for hypothesis testing
H.-C. Ho and G. Shieh · 2006
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Measuring and testing dependence by correlation of distances
Testing for homogeneity with kernel Fisher discriminant analysis
Z. Harchaoui, F. Bach, and E. Moulines · 2008
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A fast, consistent kernel two-sample test
A Gretton, K Fukumizu, Z Harchaoui, and BK Sriperumbudur · 2009
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Hilbert space embeddings and metrics on probability measures
B. Sriperumbudur, A. Gretton, K. Fukumizu, G. Lanckriet, and B. Schölkopf · 2010
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Kernels based tests with non-asymptotic bootstrap approaches for two-sample problems
M. Fromont, B. Laurent, M. Lerasle, and P. Reynaud-Bouret · 2012
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Optimal kernel choice for large-scale two-sample tests
A Gretton, B Sriperumbudur, D Sejdinovic, H Strathmann, S Balakrishnan, M Pontil, and K Fukumizu · 2012
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A kernel two-sample test
Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, and Alexander Smola · 2012
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G. Székely, M. Rizzo, and N. Bakirov · 2007
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A kernel statistical test of independence
A. Gretton, K. Fukumizu, C.-H. Teo, L. Song, B. Schölkopf, and A. J. Smola · 2008
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A scalable bootstrap for massive data
A. Kleiner, A. Talwalkar, P. Sarkar, and M. I. Jordan
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Hypothesis testing using pairwise distances and associated kernels
D. Sejdinovic, A. Gretton, B. Sriperumbudur, and K. Fukumizu · 2012
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