Spectral thresholding for the estimation of Markov chain transition operators

Matthias Löffler, Antoine Picard

We consider nonparametric estimation of the transition operator $P$ of a Markov chain and its transition density $p$ where the singular values of $P$ are assumed to decay exponenti…