Comparison of asymptotic variances of inhomogeneous Markov chains with application to Markov chain Monte Carlo methods

Florian Maire, Randal Douc, Jimmy Olsson

In this paper, we study the asymptotic variance of sample path averages for inhomogeneous Markov chains that evolve alternatingly according to two different $\pi$-reversible Markov t…