Time Series Analysis Forecasting and Control

ISBN-10: 1118675029
ISBN-13: 9781118675021
Edition: 5th 2016
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Description: Since publication of the first edition in 1970, Time SeriesAnalysis has served as one of the most influential andprominent works on the subject. This new edition maintains itsbalanced presentation of the tools for modeling and analyzing timeseries  More...

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Book details

Edition: 5th
Copyright year: 2016
Publisher: John Wiley & Sons, Limited
Publication date: 8/7/2015
Binding: Hardcover
Pages: 712
Size: 7.50" wide x 10.50" long x 1.50" tall
Weight: 3.366
Language: English

Since publication of the first edition in 1970, Time SeriesAnalysis has served as one of the most influential andprominent works on the subject. This new edition maintains itsbalanced presentation of the tools for modeling and analyzing timeseries and also introduces the latest developments that haveoccurred in the field over the past decade through applicationsfrom areas such as business, finance, and engineering. Along withthe addition of a new co-author, Greta Ljung, a student of GeorgeBox, the Fifth Edition provides a clearly written exploration ofthe key methods for building, classifying, testing, and analyzingstochastic models for time series as well as their use in fiveimportant areas of application: forecasting; determining thetransfer function of a system; modeling the effects of interventionevents; developing multivariate dynamic models; and designingsimple control schemes. New to this edition are more exercises;streamlined chapter introductions; updated examples and references;increased coverage of multivariate time series and their use infinancial applications; SV models, MCMC based inference, andBayesian Network modeling; and the incorporation of the‘R’ freeware language.

GEORGE E. P. BOX, PhD, DSc, is Ronald Aylmer Fisher Professor Emeritus of Statistics and Industrial Engineering at the University of Wisconsin-Madison. He is a Fellow of the Royal Society, an Honorary Fellow and Shewhart and Deming Medalist of the American Society for Quality and was awarded the Guy Medal in Gold of the Royal Statistical Society. He is also the recipient of the Samuel S. Wilks Memorial Medal of the American Statistical Association.J. STUART HUNTER, PhD, DSc, is Professor Emeritus of Civil Engineering at Princeton University. Dr. Hunter is a member of the National Academy of Engineering and has served as consultant to many industries and government agencies. He has been a staff member of the National Academy of Sciences, Committee on National Statistics; statistician in residence at the University of Wisconsin; and is the founding editor of Technometrics.The late WILLIAM G. HUNTER, PhD, was Professor of Statistics and Engineering at the University of Wisconsin-Madison.

George E. P. Box, PHD, is Ronald Aylmer Fisher Professor Emeritus of Statistics at the University of Wisconsin-Madison. He is a Fellow of the American Academy of Arts and Sciences and a recipient of the Samuel S. Wilks Memorial Medal of the American Statistical Association, the Shewhart Medal of the American Society for Quality, and the Guy Medal in Gold of the Royal Statistical Society. Dr. Box is the coauthor of Statistics for Experimenters: Design, Innovation, and Discovery, Second Edition; Response Surfaces, Mixtures, and Ridge Analyses, Second Edition; Evolutionary Operation: A Statistical Method for Process Improvement; Statistical Control: By Monitoring and Feedback Adjustment; and Improving Almost Anything: Ideas and Essays, Revised Edition, all published by Wiley.The late Gwilym M. Jenkins, PHD, was professor of systems engineering at Lancaster University in the United Kingdom, where he was also founder and managing director of the International Systems Corporation of Lancaster? A Fellow of the Institute of Mathematical Statistics and the Institute of Statisticians, Dr. Jenkins had a prestigious career in both academia and consulting work that included positions at Imperial College London, Stanford University,Princeton University, and the University of Wisconsin-Madison. He was widely known for his work on time series analysis, most notably his groundbreaking work with Dr. Box on the Box-Jenkins models.The late Gregory CD. Reinsel, PHD, was professor and former chair of the department of Statistics at the University of Wisconsin-Madison. Dr. Reinsel's expertise was focused on time series analysis and its applications in areas as diverse as economics, ecology, engineering, and meteorology. He authored over seventy refereed articles and three books, and was a Fellow of both the American Statistical Association and the Institute of Mathematical Statistics.

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