Shreya Prakash

Statistical Inference for Bivariate Functional Causal Discovery

This paper formalizes a test-based approach for bivariate causal discovery by repurposing goodness-of-fit and independence tests within a hypothesis-testing framework and demonstrates the use and behavior of the inferential framework through simulations that vary the degree of assumption violation, as well as through r...