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Introduction to Time Series and Forecasting, Second Edition

Introduction toTime Series and Forecasting, Second EditionPeter J. BrockwellRichard A. DavisSpringerThe Bartlett Press, Inc. brockwel 8 i 2002 1:59 Page iSpringer Texts in StatisticsAdvisors:George Casella Stephen Fienberg Ingram OlkinSpringerNew YorkBerlinHeidelbergBarcelonaHong KongLondonMilanParisSingaporeTokyoThis page intentionally left blank The Bartlett Press, Inc. brockwel 8 i 2002 1:59 Page iiiPeter J. Brockwell Richard A. DavisIntroductionto Time Seriesand ForecastingSecond EditionWith 126 IllustrationsIncludes CD-ROM13 The Bartlett Press, Inc.

the role of the innovations algorithm in generalized least squares and maximum likelihood estimation of regression models with time series errors, (ii) Section 6.4, where the treatment of forecast functions for ARIMA processes has been expanded and (iii) Section 10.3, which now includes GARCH modeling and simulation, topics

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