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math.PR2019
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…
math.PR2016★ 86 cited
Assessing significance in a Markov chain without mixing
Maria Chikina, Alan Frieze, Wesley Pegden
We present a new statistical test to detect that a presented state of a reversible Markov chain was not chosen from a stationary distribution. In particular, given a value function…