Rosenthal-type inequalities for linear statistics of Markov chains

Alain Durmus, Eric Moulines, Alexey Naumov +2

In this paper, we establish novel concentration inequalities for additive functionals of geometrically ergodic Markov chains similar to Rosenthal inequalities for sums of independe…