Introduction to Multiple Time Series Analysis - Softcover

Lutkepohl, Helmut

 
9783540531944: Introduction to Multiple Time Series Analysis

Synopsis

This graduate-level textbook deals with analyzing and forecasting multiple time series. It considers a wide range of multiple time series models and methods. The models include vector autoregressive, vector autoregressive moving average, cointegrated and periodic processes as well as state space and dynamic simultaneous equations models. Least squares, maximum likelihood and Bayesian methods are considered for estimating these models. Different procedures for model selection or specification are treated and a range of tests and criteria for evaluating the adequacy of a chosen model are introduced. The choice of point and interval forecasts as well as innovation accounting are presented as tools for structural analysis within the multiple time series context.

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Other Popular Editions of the Same Title

9780387531946: Introduction to Multiple Time Series Analysis.

Featured Edition

ISBN 10:  0387531947 ISBN 13:  9780387531946
Publisher: FisicalBook, 1991
Softcover