Details

Multiple Time Series Models


Multiple Time Series Models



von: John T. Williams

25,19 €

Verlag: Sage Publications
Format: PDF
Veröffentl.: 20.08.2006
ISBN/EAN: 9781452210797
Sprache: englisch
Anzahl Seiten: 120

DRM-geschütztes eBook, Sie benötigen z.B. Adobe Digital Editions und eine Adobe ID zum Lesen.

Beschreibungen

Many analyses of time series data involve multiple, related variables.A! Multiple Time Series Models presents many specification choices and special challenges.A! This book reviews the main competing approaches to modeling multiple time series: simultaneous equations, ARIMA, error correction models, and vector autoregression.A!A!The text focuses on vector autoregression (VAR) models as a generalization of the other approaches mentioned.A! Specification, estimation, and inference using these modelsA!is discussed.A! The authors also review arguments for and against using multi-equation time series models. Two complete, worked examples show how VAR models can be employed. An appendix discusses software that can be used for multiple time series models and software code for replicating the examples is available.Key FeaturesOffers a detailed comparison of different time series methods and approaches. Includes a self-contained introduction to vector autoregression modeling. Situates multiple time series modeling as a natural extension of commonly taught statistical models.

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