JSM 2004 - Toronto

Abstract #301432

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Activity Number: 51
Type: Contributed
Date/Time: Sunday, August 8, 2004 : 4:00 PM to 5:50 PM
Sponsor: IMS
Abstract - #301432
Title: Recurrence of Markov Chains with an Application to Admissibility
Author(s): Galin Jones*+
Companies: University of Minnesota
Address: School of Statistics 313 Ford Hall, Minneapolis, MN, 55455,
Keywords: Admissibility ; Markov chain ; Recurrence ; Irreducibility ; Transience
Abstract:

Consider a discrete time, homogeneous Markov chain that lives on the non-negative real line. This talk will focus on conditions that guarantee the stability of such chains. On discrete state spaces the concepts of irreducibility and recurrence are well understood from a classical perspective. However, on more general spaces these concepts must be modified. I will introduce and connect some notions of recurrence using irreducibility. I will then present new criteria that can be used to establish recurrence. Finally, I will use this recurrence criterion to establish the admissibility of an estimator of the normal mean when the prior is Lebesgue measure on the non-negative real line.


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Revised March 2004