TY - BOOK A1 - Kulik, Alexei Michajlovič ED - Roelly, Sylvie T1 - Introduction to Ergodic rates for Markov chains and processes BT - with applications to limit theorems N2 - The present lecture notes aim for an introduction to the ergodic behaviour of Markov Processes and addresses graduate students, post-graduate students and interested readers. Different tools and methods for the study of upper bounds on uniform and weak ergodic rates of Markov Processes are introduced. These techniques are then applied to study limit theorems for functionals of Markov processes. This lecture course originates in two mini courses held at University of Potsdam, Technical University of Berlin and Humboldt University in spring 2013 and Ritsumameikan University in summer 2013. Alexei Kulik, Doctor of Sciences, is a Leading researcher at the Institute of Mathematics of Ukrainian National Academy of Sciences. T3 - Lectures in pure and applied mathematics - 2 KW - Markov processes KW - Markovprozesse KW - long-time behaviour KW - Langzeitverhalten KW - ergodic rates KW - Konvergenzrate Y1 - 2015 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-79360 SN - 978-3-86956-338-1 SN - 2199-4951 SN - 2199-496X PB - Universitätsverlag Potsdam CY - Potsdam ER -