Explicit-duration Markov Switching Models (Foundations and Trends in Machine Learning) - Softcover

Chiappa, Silvia

 
9781601988300: Explicit-duration Markov Switching Models (Foundations and Trends in Machine Learning)
Softcover
ISBN 10: 1601988303 ISBN 13: 9781601988300
Verlag: now publishers Inc, 2014

Inhaltsangabe

Provides a simple and clear description of explicit-duration modeling by categorizing the different approaches into three main groups, which differ in encoding in the explicit-duration variables different information about regime switching/reset boundaries. The approaches are described using the formalism of graphical models, which enables graphical representation and assessment of statistical dependence, and therefore makes it easy to describe the structure of complex models and derive inference routines. The presentation is pedagogical, focusing on making distinctions that help structure the space of models and in laying out inference and learning in a clear way.

Explicit-Duration Markov Switching Models is an ideal reference for students and researchers who wish to learn about these models and those looking to develop them further.

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Verlag
now publishers Inc
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
1601988303
ISBN 13 
9781601988300
Einband
Taschenbuch
Anzahl der Seiten
98
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
preigu
mail@preigu.de

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