TY - BOOK AU - Brockwell, Peter J. AU - Davis, Richard A. TI - Time series: theory and methods SN - 9780387974293 U1 - 519.55 PY - 1991/// CY - New York PB - Springer KW - Time-series analysis N1 - Includes bibliographical references (p. [561]-566) and index N2 - Teh book is a systematic account of linear time series models and their application to the modelling and prediction of data collected sequentially in time. The aim is to provide specific techniques for handling data and at the same time to provide a thorough understanding of the mathematical basis for techniques. Both time and frequency domain methods are discussed, but the book is written in such a way that either approach could be emphasized. The book intended to be a text for graduate students in statistics, mathematics, engineering, and the natural or social sciences. It contains substantial chapters on multivariate series and state-space models (including applications of the Kalman recursions to missing-value problems) and shorter accounts of special topics including long-range dependence, infinite variance processes and non-linear models ER -