Strong Markov properties for Markov random fields

Authors
Citation
Kkj. Kinateder, Strong Markov properties for Markov random fields, J THEOR PR, 13(4), 2000, pp. 1101-1114
Citations number
24
Categorie Soggetti
Mathematics
Journal title
JOURNAL OF THEORETICAL PROBABILITY
ISSN journal
08949840 → ACNP
Volume
13
Issue
4
Year of publication
2000
Pages
1101 - 1114
Database
ISI
SICI code
0894-9840(200010)13:4<1101:SMPFMR>2.0.ZU;2-H
Abstract
Markov properties and strong Markov properties for random fields are define d and discussed. Special attention is given to those defined by I. V. Evsti gneev. The strong Markov nature of Markov random fields with respect to ran dom domains such as [0, L], where l is a multidimensional extension of a st opping time is explored. A special case of this extension is shown to gener alize a result of Merzbach and Nualart for point processes. As an additiona l example, Evstigneev's Markov and strong Markov properties are considered for independent increment jump processes.