Limit theorems for Markov chains of finite rank

Æ.H. Hoekstra, F.W. Steutel

Research output: Book/ReportReportAcademic

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Abstract

We consider a Markov chain with a general state space, but whose behaviour is governed by finite matrices. After a brief exposition of the basic properties of this chain its convenience as a model is illustrated by three limit theorems. The ergodic theorem, the central limit theorem and an extreme-value theorem are expressed in terms of dominant eigenvalues of finite matrices and proved by simple matrix theory. Key words: Markov chains of finite rank, spectral decomposition of matrices, ergodic theorem, central limit theorem, extreme values.
Original languageEnglish
Place of PublicationEindhoven
PublisherTechnische Hogeschool Eindhoven
Number of pages18
Publication statusPublished - 1982

Publication series

NameMemorandum COSOR
Volume8205
ISSN (Print)0926-4493

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