Weighted shape-constrained estimation for the autocovariance sequence from a reversible Markov chain

Hyebin Song, Stephen Berg

We present a novel weighted ${\ell }_2$ projection method for estimating autocovariance sequences and spectral density functions from reversible Markov chains. Berg and Song (2023) in…