E-Book, Englisch, 576 Seiten, E-Book
Pankratz Forecasting with Univariate Box - Jenkins Models
1. Auflage 2009
ISBN: 978-0-470-31727-3
Verlag: John Wiley & Sons
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
Concepts and Cases
E-Book, Englisch, 576 Seiten, E-Book
Reihe: Wiley Series in Probability and Statistics
ISBN: 978-0-470-31727-3
Verlag: John Wiley & Sons
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
Explains the concepts and use of univariate Box-Jenkins/ARIMA analysis and forecasting through 15 case studies. Cases show how to build good ARIMA models in a step-by-step manner using real data. Also includes examples of model misspecification. Provides guidance to alternative models and discusses reasons for choosing one over another.
Autoren/Hrsg.
Weitere Infos & Material
BASIC CONCEPTS.
Overview.
Introduction to Box-Jenkins Analysis of a Single Data Series.
Underlying Statistical Principles.
An Introduction to the Practice of ARIMA Modeling.
Notation and the Interpretation of ARIMA Models.
Identification: Stationary Models.
Identification: Nonstationary Models.
Estimation.
Diagnostic Checking.
Forecasting.
Seasonal and Other Periodic Models.
THE ART OF ARIMA MODELING.
Practical Rules.
References.
Index.




