An Introduction to Applied Multiple Time Series Analysis

摘要

An approach to the modelling and analysis of multiple time series is proposed. Properties of a class of vector autoregressive moving average models are discussed. Modelling procedures consisting of tentative specification, estimation and diagnostic checking are outlined and illustrated by three real examples. Various eigenvalue-eigenvector analyses are presented and some alternative approaches to multiple time series are briefly discussed. (Author)