Forecasting pdf epub mobi txt 電子書下載2025

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Professor Rob J Hyndman (1967-) is an Australian statistician currently based at Monash University, Melbourne, Australia. He is best-known for his work in statistical forecasting, and is Editor-in-Chief of the International Journal of Forecasting. In 2007, he won the Moran medal from the Australian Academy of Science for his contributions to research in statistics. Further information is available on his website: robjhyndman.com

出版者:OTexts; 2 edition

作者:Rob J Hyndman

出品人:

頁數:382

译者:

出版時間:2018-5-6

價格:USD 75.00

裝幀:Paperback

isbn號碼:9780987507112

叢書系列:

圖書標籤:

時間序列
R
統計
統計與計量
經濟學
數據分析
教材
計算機

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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.