2 papers
math.ST2024
On Ranking-based Tests of Independence
Myrto Limnios, Stéphan Clémençon
In this paper we develop a novel nonparametric framework to test the independence of two random variables and with unknown respective marginals an…
math.ST2023
A Bipartite Ranking Approach to the Two-Sample Problem
Stephan Clémençon, Myrto Limnios, Nicolas Vayatis
The two-sample problem, which consists in testing whether independent samples on are drawn from the same (unknown) distribution, finds applications in many areas. It…