Sandeep Jain

Adaptive Multiscale Binary Expansion Tests for Independence

This paper introduces a new family of adaptive, distribution-free independence tests for multivariate random vectors based on binary expansion coefficients, supported by a tractable asymptotic theory. Our first key contribution establishes a general equivalence between independence testing and testi…