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Forecasting: principles and practice

Forecasting: principles and practice

Hyndman, Rob J

Paperback, Book. English.
2nd.
All formats and editions (2)
Published Melbourne: Otexts, 2018
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  • National College Library – One available in Desk Reserve 519.55

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Details

Statement of responsibility: Rob J. Hyndman and George Athanasopoulos
ISBN: 0987507117, 9780987507112
Note: Free version available online at http://OTexts.com/fpp2/
Physical Description: 382 p. : ill. ; 25 cm.
Subject: Forecasting.; R (Computer program language); Time-series analysis

Contents

  1. Getting started
  2. Time series graphics
  3. The forecaster's toolbox
  4. Judgmental forecasts
  5. Time series regression models
  6. Time series decomposition
  7. Exponential smoothing
  8. ARIMA models
  9. Dynamic regression models
  10. Forecasting hierarchical or grouped time series
  11. Advanced forecasting methods
  12. Some practical forecasting issues
  13. Appendix: Using R
  14. Bibliography
  15. Index.