Separating effect from significance in Markov chain tests

Maria Chikina, Alan Frieze, Jonathan Mattingly +1

We give qualitative and quantitative improvements to theorems which enable significance testing in Markov Chains, with a particular eye toward the goal of enabling strong, interpre…