Time series analysis and forecasting by example / [electronic resource]
by Bisgaard, Soren; Kulahci, Murat.
Material type:
BookSeries: Wiley series in probability and statistics: Publisher: Hoboken, N.J. : Wiley, ©2011Description: 1 online resource (xiii, 366 pages) : illustrations.ISBN: 9781118056943; 1118056949; 9781118056950; 1118056957.Subject(s): Time-series analysis | Forecasting | MATHEMATICS -- Applied | MATHEMATICS -- Probability & Statistics -- General | Forecasting | Time-series analysis | Electronic booksOnline resources: Wiley Online Library
Contents:
Frontmatter -- Time Series Data: Examples and Basic Concepts -- Visualizing Time Series Data Structures: Graphical Tools -- Stationary Models -- Nonstationary Models -- Seasonal Models -- Time Series Model Selection -- Additional Issues in ARIMA Models -- Transfer Function Models -- Additional Topics -- Appendix A: Datasets Used in the Examples -- Appendix B: Datasets Used in the Exercises -- Bibliography -- Index.
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Includes bibliographical references and index.
Frontmatter -- Time Series Data: Examples and Basic Concepts -- Visualizing Time Series Data Structures: Graphical Tools -- Stationary Models -- Nonstationary Models -- Seasonal Models -- Time Series Model Selection -- Additional Issues in ARIMA Models -- Transfer Function Models -- Additional Topics -- Appendix A: Datasets Used in the Examples -- Appendix B: Datasets Used in the Exercises -- Bibliography -- Index.
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