Bowerman, Bruce L.

Forecasting, time series, and regression : an applied approach / Bruce L. Bowerman, Richard T. O'Connell, Anne B. Koehler. - 4th ed. - Belmont, CA : Thomson Brooks/Cole, c2005. - xx, 686 p. : ill. ; 25 cm. + 1 CD-ROM (4 3/4 in.) - Duxbury applied series .

Rev. ed. of: Forecasting and time series : an applied approach. 3rd ed. c1993.

Includes bibliographical references (p. 665-667) and index.

Part 1 : Introduction - 1. An introduction to forecasting - 2. Basic statistical concepts -- Part II : Regression analysis - 3. Simple linear regression - 4. Multiple linear regression - 5. Model building and residual analysis -- Part III : Time series regression, decomposition methods, and exponential smoothing - 6. Time series regression - 7. Decomposition methods - 8. Exponential smoothing -- Part IV : The box-jenkins methodology - 9. Nonseasonal box-jenkins models and their tentative identification - 10. Estimation, diagnostic checking and forecasting for nonseasonal box-jenkins models - 11. Box-Jenkins seasonal modeling - 12. Advanced Box-Jenkins modeling.

0534409776


Time-series analysis.
Forecasting--Statistical methods.

519.55 / BOW