Matrix measures and random walks
dc.contributor.author | Dette, Holger | |
dc.contributor.author | Reuther, Bettina | |
dc.contributor.author | Studden, W. J. | |
dc.contributor.author | Zygmunt, M. | |
dc.date.accessioned | 2005-10-12T06:59:06Z | |
dc.date.available | 2005-10-12T06:59:06Z | |
dc.date.issued | 2005-10-12T06:59:06Z | |
dc.description.abstract | In this paper we study the connection between matrix measures and random walks with a tridiagonal block transition matrix. We derive sufficient conditions such that the blocks of the n-step transition matrix of the Markov chain can be represented as integrals with respect to a matrix valued spectral measure. Several stochastic properties of the processes are characterized by means of this matrix measure. In many cases this measure is supported in the interval [−1, 1]. The results are illustrated by several examples including random walks on a grid and the embedded chain of a queuing system. | en |
dc.format.extent | 395871 bytes | |
dc.format.extent | 586752 bytes | |
dc.format.mimetype | application/pdf | |
dc.format.mimetype | application/postscript | |
dc.identifier.uri | http://hdl.handle.net/2003/21653 | |
dc.identifier.uri | http://dx.doi.org/10.17877/DE290R-1039 | |
dc.language.iso | en | |
dc.subject | block tridiagonal transition matrix | en |
dc.subject | canonical moments | en |
dc.subject | Chebyshev matrix polynomials | en |
dc.subject | Markov chain | en |
dc.subject | matrix measure | en |
dc.subject | quasi birth and death processes | en |
dc.subject | spectral measure | en |
dc.subject.ddc | 004 | |
dc.title | Matrix measures and random walks | en |
dc.type | Text | |
dc.type.publicationtype | report | en |
dcterms.accessRights | open access |
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