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
Pages
-72
From page
73
To page
0
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
Serial Year
2003
Journal title
PROBABILITY THEORY AND RELATED FIELDS
Record number
73139
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