Explicit-Duration Markov Switching Models (Foundations and Trends (R) in Machine Learning): 24 (Foundations and Trends® in Machine Learning) [Paperback] Chiappa, Silvia

Chiappa, Silvia

ISBN 10: 1601988303 / ISBN 13: 9781601988300

Verlag: Now Publishers, 2014

Beschreibung

Unused, some outer edges have minor scuffs, cover has light scratches, some outer pages have marks from shelf wear, book content is in like new condition.

Bestandsnummer des Verkäufers 101242-3

Bibliografische Details

• Titel: Explicit-Duration Markov Switching Models (Foundations and Trends (R) in Machine Learning): 24 (Foundations and Trends® in Machine Learning) [Paperback] Chiappa, Silvia
• Verlag: Now Publishers
• Erscheinungsjahr: 2014
• Sprache: Englisch
• ISBN-10: 1601988303
• ISBN-13: 9781601988300
• Einband: Softcover
• Zustand: Very Good

Über diesen Titel

Inhaltsangabe

Explicit-Duration Markov Switching Models 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.