Title of article :
Central limit theorem for Markov processes with spectral gap in the Wasserstein metric
Author/Authors :
Komorowski، نويسنده , , Tomasz and Walczuk، نويسنده , , Anna، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Abstract :
Suppose that { X t , t ≥ 0 } is a non-stationary Markov process, taking values in a Polish metric space E . We prove the law of large numbers and central limit theorem for an additive functional of the form ∫ 0 T ψ ( X s ) d s , provided that the dual transition probability semigroup, defined on measures, is strongly contractive in an appropriate Wasserstein metric. Function ψ is assumed to be Lipschitz on E .
Keywords :
Central Limit Theorem , Wasserstein metric , Markov process
Journal title :
Stochastic Processes and their Applications
Journal title :
Stochastic Processes and their Applications