Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits

Martin J. Zhang, James Zou, David Tse

Abstract: Monte Carlo (MC) permutation test is considered the gold standard for statistical hypothesis testing, especially when standard parametric assumptions are not clear or likely to fail. However, in mo...