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Introduction to Time Series Analysis and Forecasting

Introduction to Time Series Analysis and Forecasting - Free Ebook Download

Book Detail

Author/Editor(s): Douglas C. Montgomery, Cheryl L. Jennings, Murat Kulahci
Publication Date: April 27, 2015
ISBN-10: 1118745116
ISBN-13: 978-1118745113
Language: English
Edition: 2
Publisher: Wiley
Size: 5.66 MB
Format: pdf

Book Description

Thoroughly updated throughout, Introduction to Time Series Analysis and Forecasting, Second Edition presents the underlying theories of time series analysis that are needed to analyze time-oriented data and construct real-world short- to medium-term statistical forecasts.

Authored by highly-experienced academics and professionals in engineering statistics, the Second Edition features discussions on both popular and modern time series methodologies as well as an introduction to Bayesian methods in forecasting. Introduction to Time Series Analysis and Forecasting, Second Edition also includes:
  • Over 300 exercises from diverse disciplines including health care, environmental studies, engineering, and finance
  • More than 50 programming algorithms using JMP, SAS, and R that illustrate the theory and practicality of forecasting techniques in the context of time-oriented data
  • New material on frequency domain and spatial temporal data analysis
  • Expanded coverage of the variogram and spectrum with applications as well as transfer and intervention model functions
  • A supplementary website featuring PowerPoint® slides, data sets, and select solutions to the problems

Introduction to Time Series Analysis and Forecasting, Second Edition is an ideal textbook upper-undergraduate and graduate-levels courses in forecasting and time series. The book is also an excellent reference for practitioners and researchers who need to model and analyze time series data to generate forecasts.

About the Author

Douglas C. Montgomery, PhD, is Regents' Professor and ADU Foundation Professor of Engineering at Arizona State University. With over 35 years of academic and consulting experience, Dr. Montgomery has authored or coauthored over 250 journal articles and 13 books. His research interests include design and analysis of experiments, statistical methods for process monitoring and optimization, and the analysis of time-oriented data.

Cheryl L. Jennings, PhD, is a Process Design Consultant with Bank of America. An active member of both the American Statistical Association and the American Society for Quality, her areas of research and profession interest include Six Sigma, modeling and analysis, and process control and improvement.

Murat Kulahci, PhD, is Associate Professor of Informatics and Mathematical Modelling at the Technical University of Denmark. The author of over 30 journal articles, Dr. Kulahci’s research interests include time series analysis, design of experiments, and statistical process control and monitoring.

Reviews

...The book is great for readers who need to apply the methods and models presented but have little background in mathematics and statistics.

--MAA Reviews
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