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Perturbation Bounds for the Stationary Distributions of Markov Chains

Perturbation Bounds for the Stationary Distributions of Markov Chains

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_1095519447

Perturbation Bounds for the Stationary Distributions of Markov Chains

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Full title

Perturbation Bounds for the Stationary Distributions of Markov Chains

Author / Creator

Publisher

Philadelphia: Society for Industrial and Applied Mathematics

Journal title

SIAM journal on matrix analysis and applications, 2012-01, Vol.33 (4), p.1057-1074

Language

English

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Publisher

Philadelphia: Society for Industrial and Applied Mathematics

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Subjects and topics

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Scope and Contents

Contents

In this paper, we are interested in investigating the perturbation bounds for the stationary distributions for discrete-time or continuous-time Markov chains on a countable state space. For discrete-time Markov chains, two new normwise bounds are obtained. The first bound is rather easy to obtain since the needed condition, equivalent to uniform er...

Alternative Titles

Full title

Perturbation Bounds for the Stationary Distributions of Markov Chains

Authors, Artists and Contributors

Author / Creator

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Record Identifier

TN_cdi_proquest_journals_1095519447

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_1095519447

Other Identifiers

ISSN

0895-4798

E-ISSN

1095-7162

DOI

10.1137/110838753

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