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An introduction to discrete-valued time series /

A much-needed introduction to the field of discrete-valued time series, with a focus on count-data time series Time series analysis is an essential tool in a wide array of fields, including business, economics, computer science, epidemiology, finance, manufacturing and meteorology, to name just a fe...

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Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Weiss, Christian H., 1977- (Auteur)
Format: Électronique eBook
Langue:Inglés
Publié: Hoboken, NJ : John Wiley & Sons Ltd, 2018.
Sujets:
Accès en ligne:Texto completo
Table des matières:
  • A first approach for modeling time series of counts : the thinning-based INAR (1) model
  • Further thinning-based models for count time series
  • INGARCH models for count time series
  • Further models for count time series
  • Analyzing categorical time series
  • Models for categorical time series
  • Control charts for count processes
  • Control charts for categorical processes.