A Novel Multiscale Framework for Testing Independence: Efficient Detection of Explicit or Implicit Functional Relationships

Seetharaman P, Sagnik Das, Angshuman Roy

In this article, we consider the problem of testing the independence between two random variables. Our primary objective is to develop tests that are highly effective at detecting…