Bisgaard, Soren, 1938-
Time series analysis and forecasting by example / Soren Bisgaard, Murat Kulahci. - Hoboken, N.J. : Wiley, c2011. - xiii, 366 p. : ill. ; 25 cm. - Wiley series in probability and statistics .
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 --
Wiley Series in Probability and Statistics Table of contents
Times Series Analysis and Forecasting presents seemingly difficult techniques and methodologies in an insightful and application-based way. Through a hands-on and user-friendly approach, this text includes exercises, graphical techniques, examples, excel spreadsheets, and software applications on time series analysis.
9780470540640 (cloth)
2010048281
Time-series analysis.
Forecasting.
QA280 / .B575 2011
519.55 / BIT 2011
Time series analysis and forecasting by example / Soren Bisgaard, Murat Kulahci. - Hoboken, N.J. : Wiley, c2011. - xiii, 366 p. : ill. ; 25 cm. - Wiley series in probability and statistics .
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 --
Wiley Series in Probability and Statistics Table of contents
Times Series Analysis and Forecasting presents seemingly difficult techniques and methodologies in an insightful and application-based way. Through a hands-on and user-friendly approach, this text includes exercises, graphical techniques, examples, excel spreadsheets, and software applications on time series analysis.
9780470540640 (cloth)
2010048281
Time-series analysis.
Forecasting.
QA280 / .B575 2011
519.55 / BIT 2011