Forecasting with Univariate Box - Jenkins Models

Concepts and Cases

Alan Pankratz (Autor)

Buch | Hardcover

588 Seiten

1983
John Wiley & Sons Inc (Verlag)
9780471090236 (ISBN)

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Forecasting with Univariate Box-Jenkins Models

Alan Pankratz

2005, 2. Auflage

Buch | Hardcover

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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.

Alan Pankratz is the author of Forecasting with Univariate Box - Jenkins Models: Concepts and Cases, published by Wiley.

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.

Erscheint lt. Verlag	26.10.1983
Reihe/Serie	Wiley Series in Probability and Statistics
Verlagsort	New York
Sprache	englisch
Maße	161 x 235 mm
Gewicht	912 g
Themenwelt	Mathematik / Informatik ► Mathematik
ISBN-13	9780471090236 / 9780471090236
Zustand	Neuware