Hidden Markov and Other Models for Discrete- Valued Time Series (CRC Monographs on Statistics & Applied Probability) - Hardcover

Iain L. MacDonald; Walter Zucchini

Hardcover

ISBN 10: 0412558505 ISBN 13: 9780412558504

Verlag: Chapman & Hall/CRC, 1997

Inhaltsangabe

Discrete-valued time series are common in practice, but methods for their analysis are not well-known. In recent years, methods have been developed which are specifically designed for the analysis of discrete-valued time series. Hidden Markov and Other Models for Discrete-Valued Time Series introduces a new, versatile, and computationally tractable class of models, the "hidden Markov" models. It presents a detailed account of these models, then applies them to data from a wide range of diverse subject areas, including medicine, climatology, and geophysics. This book will be invaluable to researchers and postgraduate and senior undergraduate students in statistics. Researchers and applied statisticians who analyze time series data in medicine, animal behavior, hydrology, and sociology will also find this information useful.

Details zur Ausgabe

• Verlag: Chapman & Hall/CRC
• Erscheinungsdatum: 1997
• Sprache: Englisch
• ISBN 10: 0412558505
• ISBN 13: 9780412558504
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 235
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar