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Forecasting

principles and practice
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Author: Search for this author Hyndman, Rob J. (author); Athanasopoulos, George (author)
Year: [2018]
Publisher: OTexts
Media group: Ausleihbestand
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Branch: Hauptstelle Locations: MA-20 552 Status: available Reservations: 0 Due date: Barcode: 00305170 Floor plans: Floor plan Lending note:

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Forecasting is required in many situations. Deciding whether to build another power generation plant in the next five years requires forecasts of future demand. Scheduling staff in a call centre next week requires forecasts of call volumes. Stocking an inventory requires forecasts of stock requirements. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly. Examples use R with many data sets taken from the authors' own consulting experience. In this second edition, all chapters have been updated to cover the latest research and forecasting methods. Three new chapters have been added on dynamic regression forecasting, hierarchical forecasting and practical forecasting issues. The latest version of the book is freely available online at http://OTexts.com/fpp2.

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Statement of Responsibility: Rob J. Hyndman and George Athanasopoulos
Year: [2018]
Publisher: OTexts
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Classification: Search for this systematic MA-20
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ISBN: 9780987507112
ISBN (2nd): 0987507117
Description: Second print edition, 382 Seiten, Diagramme
Tags: Datenverarbeitung
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Language: Englisch
Original title: Forecasting
Media group: Ausleihbestand