Time Series Analysis by State Space Methods

Time Series Analysis by State Space Methods pdf epub mobi txt 電子書 下載2025

出版者:Clarendon Press
作者:James Durbin
出品人:
頁數:272
译者:
出版時間:2001-6-21
價格:GBP 60.00
裝幀:Hardcover
isbn號碼:9780198523543
叢書系列:
圖書標籤:
  • 金融 
  • 荷蘭 
  • 英國 
  • 歐洲 
  • 機器學習 
  • 數學 
  • 低地共和 
  • 人工智能 
  •  
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This excellent text provides a comprehensive treatment of the state space approach to time series analysis. The distinguishing feature of state space time series models is that observations are regarded as made up of distinct components such as trend, seasonal, regression elements and disturbence terms, each of which is modelled separately. The techniques that emerge from this approach are very flexible and are capable of handling a much wider range of problems than the main analytical system currently in use for time series analysis, the Box-Jenkins ARIMA system. The book provides an excellent source for the development of practical courses on time series analysis.

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