Markov Chain Monte Carlo confidence intervals

Yves F. Atchadé

For a reversible and ergodic Markov chain $\{X_n,n\ge 0\}$ with invariant distribution $\pi$, we show that a valid confidence interval for $\pi (h)$ can be constructed whenever the asym…