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Goodreads helps you keep track of books you want to read. Want to Read saving…. Want to Read Currently Reading Read. Other editions. Enlarge cover. Error rating book. Refresh and try again. Open Preview See a Problem? Details if other :. Thanks for telling us about the problem. Return to Book Page. Box ,. Gwilym M. Gregory C. A modernized new edition of one of the most trusted books on time series analysis. Since publication of the first edition in , Time Series Analysis has served as one of the most influential and prominent works on the subject.
This new edition maintains its balanced presentation of the tools for modeling and analyzing time series and also introduces the latest developme A modernized new edition of one of the most trusted books on time series analysis.
This new edition maintains its balanced presentation of the tools for modeling and analyzing time series and also introduces the latest developments that have occurred n the field over the past decade through applications from areas such as business, finance, and engineering.
The Fourth Edition provides a clearly written exploration of the key methods for building, classifying, testing, and analyzing stochastic models for time series as well as their use in five important areas of application: forecasting; determining the transfer function of a system; modeling the effects of intervention events; developing multivariate dynamic models; and designing simple control schemes.
Along with these classical uses, modern topics are introduced through the book's new features, which include: A new chapter on multivariate time series analysis, including a discussion of the challenge that arise with their modeling and an outline of the necessary analytical tools New coverage of forecasting in the design of feedback and feedforward control schemes A new chapter on nonlinear and long memory models, which explores additional models for application such as heteroscedastic time series, nonlinear time series models, and models for long memory processes Coverage of structural component models for the modeling, forecasting, and seasonal adjustment of time series A review of the maximum likelihood estimation for ARMA models with missing values Numerous illustrations and detailed appendices supplement the book, while extensive references and discussion questions at the end of each chapter facilitate an in-depth understanding of both time-tested and modern concepts.
With its focus on practical, rather than heavily mathematical, techniques, Time Series Analysis , Fourth Edition is the upper-undergraduate and graduate levels. Get A Copy. Hardcover , pages. More Details Original Title. Other Editions 6. Friend Reviews. To see what your friends thought of this book, please sign up. To ask other readers questions about Time Series Analysis , please sign up. Lists with This Book. Community Reviews.
Showing Average rating 3. Rating details. More filters. Sort order. Jun 21, David Lindelof rated it it was amazing. Probably one of the best textbooks on the subject out there. But first a disclaimer: I did not read this book cover to cover; however, I did skim through its entirety, fully reading those parts that were most applicable to my current work.
There's a very close relationship between the theory of time series and modern control theory, and the notation one finds in this book will be familiar to you if you have read textbooks on control theory before.
Box takes however a bold step and doesn't really Probably one of the best textbooks on the subject out there. Box takes however a bold step and doesn't really formally define what a Lorentz transform it; instead, he simply introduces the B shift operator and then uses it as the free variable in polynoms; something that other textbooks do only after carefully laying the theoretical grounds that "allow" you to do this sort of thing.
This has the advantage of making the subject much more accessible, without sacrificing any mathematical rigour. This book is, I would argue, THE essential textbook on time series analysis and definitely belongs on the bookshelf of anyone working with control systems, such as yours truly.
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