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Markov Chains

1992
Abstract In Section 7.3, we briefly introduced models for Markov chains in the simple case where there were only two possible responses: an event occurs or not. However, such models have much wider application. In continuous time models, where each subject is in one of several possible states at any given point, they are often called ...
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Semi-Markov and Markov Chains

1990
Markovian processes (semi-Markov and Markov) are processes included in a wider class of processes where one has an explicit time dependence (the dynamic aspect) as well as the stochastic character of the states evolution (therefore probabilistic). They are part of dynamic probabilistic systems.
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Strong Markov Properties for Markov Random Fields

Journal of Theoretical Probability, 2000
Markov properties for random fields are established. The author presents a multidimensional extension of stopping times by introducing random membranes. A special case of the random membrane is considered to obtain strong Markov property for a point process under Evstigneev's nonanticipating sufficient conditions.
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Markov blanket and Markov boundary of multiple variables

J. Mach. Learn. Res., 2018
Summary: Markov blanket (Mb) and Markov boundary (MB) are two key concepts in Bayesian networks (BNs). In this paper, we study the problem of Mb and MB for multiple variables. First, we show that Mb possesses the additivity property under the local intersection assumption, that is, an Mb of multiple targets can be constructed by simply taking the union
Xu-Qing Liu, Xin-sheng Liu
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Markov properties of a Markov process

Zeitschrift f�r Wahrscheinlichkeitstheorie und Verwandte Gebiete, 1981
Getoor, R. K., Sharpe, M. J.
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Markov Graphs

Journal of the American Statistical Association, 1986
David Strauss, Ove Frank
exaly  

Predicting transmembrane protein topology with a hidden markov model: application to complete genomes11Edited by F. Cohen

Journal of Molecular Biology, 2001
Gunnar von Heijne   +2 more
exaly  

The Analysis of Panel Data under a Markov Assumption

Journal of the American Statistical Association, 1985
J F Lawless, J D Kalbfleisch
exaly  

An Introduction to Markov Modelling for Economic Evaluation

Pharmacoeconomics, 2012
Andrew Briggs, Mark Sculpher
exaly  

An introduction to hidden Markov models

IEEE ASSP Magazine (Acoustics, Speech, and Signal Processing), 1986
L Rabiner
exaly  

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