Hard-level statistics interview questions covering advanced inference, multiple comparisons, non-parametric methods, and complex experimental design. Q1: Explain the multiple comparisons problem and how to address it. Answer: The Problem When testing multiple hypotheses simultaneously, probability of at least one Type …