Title of article :
The central limit theorem for Markov chains started at a point
Author/Authors :
Derriennic، Yves نويسنده , , Lin، Michael نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2003
Abstract :
The aim of this paper is to prove a central limit theorem and an invariance principle for an additive functional of an ergodic Markov chain on a general state space, with respect to the law of the chain started at a point. No irreducibility assumption nor mixing conditions are imposed; the only assumption bears on the growth of the L^2-norms of the ergodic sums for the function generating the additive functional, which must be O(n^{alpha}) with alpha < 1/2. The result holds almost surely with respect to the invariant probability of the chain.
Keywords :
round Water Hydrology in Glacial Drift , Static Water Level Mapping , Glacial Drift , Water resources planning
Journal title :
PROBABILITY THEORY AND RELATED FIELDS
Journal title :
PROBABILITY THEORY AND RELATED FIELDS