Minimax estimation of the pseudo-spectral gap of continuous Markov chains, with applications to empirical concentration bounds

Vahe Karagulyan, Mikołaj Kasprzak, Pierre Alquier

We study the minimax estimation of the pseudo-spectral gap ${\gamma }_{ps}$ of a Markov chain from the observation of a single trajectory. Extending earlier works on finite-state space cha…