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  • 标题:Moments of recurrence times for Markov chains
  • 本地全文:下载
  • 作者:Aurzada, Frank ; Döring, Hanna ; Ortgiese, Marcel
  • 期刊名称:Electronic Communications in Probability
  • 印刷版ISSN:1083-589X
  • 出版年度:2011
  • 卷号:16
  • 页码:296-303
  • DOI:10.1214/ECP.v16-1632
  • 出版社:Electronic Communications in Probability
  • 摘要:We consider moments of the return times (or first hitting times) in an irreducible discrete time discrete space Markov chain. It is classical that the finiteness of the first moment of a return time of one state implies the finiteness of the first moment of the first return time of any other state. We extend this statement to moments with respect to a function $f$, where $f$ satisfies a certain, best possible condition. This generalizes results of K.L. Chung (1954) who considered the functions $f(n)=n^p$ and wondered "[...] what property of the power $n^p$ lies behind this theorem [...]" (see Chung (1967), p. 70). We exhibit that exactly the functions that do not increase exponentially - neither globally nor locally - fulfill the above statement.
  • 关键词:Discrete time Markov chain, recurrence time, generalized moment;60J10
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