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:
作者:Durbin, J.
出品人:
頁數:368
译者:
出版時間:2012-7
價格:$ 112.99
裝幀:
isbn號碼:9780199641178
叢書系列:
圖書標籤:
  • 時間序列 
  • State_space 
  • SSM 
  • Econometrics 
  • 計量經濟學,時間序列分析 
  • 營銷 
  • 統計 
  • 時間序列分析,測繪 
  •  
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This new edition updates Durbin & Koopman's important text on 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 disturbance 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. Additions to this second edition include the filtering of nonlinear and non-Gaussian series. Part I of the book obtains the mean and variance of the state, of a variable intended to measure the effect of an interaction and of regression coefficients, in terms of the observations. Part II extends the treatment to nonlinear and non-normal models. For these, analytical solutions are not available so methods are based on simulation.

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學術味還是太濃瞭,作者大約在 diffuse initialization 上有專長,四處見縫插針。

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學術味還是太濃瞭,作者大約在 diffuse initialization 上有專長,四處見縫插針。

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傳說中綽號DK的就是此書……

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傳說中綽號DK的就是此書……

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傳說中綽號DK的就是此書……

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