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Introduction to time series analysis and forecasting

Author: Douglas C Montgomery; Cheryl L Jennings; Murat Kulahci
Publisher: Hoboken, N.J. : Wiley-Interscience, ©2008.
Series: Wiley series in probability and statistics.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
Montgomery, Jennings, and Kulahci examine methods for modeling and analyzing time series data with a view towards drawing inferences about the data and generating forecasts that will be useful to the decision maker.
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Douglas C Montgomery; Cheryl L Jennings; Murat Kulahci
ISBN: 9780471653974 0471653977 9780470435748 0470435747
OCLC Number: 125406072
Description: xi, 445 pages : illustrations ; 25 cm.
Contents: Introduction to forecasting --
Statistics background for forecasting --
Regression analysis and forecasting --
Exponential smoothing methods --
Autoregressive integrated moving average (ARIMA) models --
Transfer functions and intervention models --
Survey of other forecasting methods --
Appendix A. Statistical tables --
Appendix B. Data sets for exercises.
Series Title: Wiley series in probability and statistics.
Responsibility: Douglas C. Montgomery, Cheryl L. Jennings, Murat Kulahci.
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Abstract:

An accessible introduction to the most current thinking in and practicality of forecasting techniques in the context of time-oriented data. Analyzing time-oriented data and forecasting are among the  Read more...

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"This would be an appropriate source for use in a first course in time series analysis. It might also be useful as a reference for researchers who want to apply time series analysis to their data Read more...

 
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