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This repository contains code for Kernel Likelihood Ratio (KLR) Two-Sample Tests, a statistical method for comparing two samples to determine whether they come from the same distribution. Santoro, ...
Abstract: Consider the following structural two-sample testing problem: given two sets of sample drawn from Ising models, determine whether the underlying network structure has changed. In [1], we ...
Two-sample testing on the equality of two high-dimensional means has been well studied in the statistical literature (Bai and Saranadasa, 1996; Chen et al., 2010; Cai et al., 2014). These methods are ...
Please refer to either of these works. @misc{mitsuzawa2023variableselectionmaximummean, title={Variable Selection in Maximum Mean Discrepancy for Interpretable ...