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White noise time series - PowerPoint PPT Presentation

Linear Filters

Linear Filters. Let . denote a bivariate time series with zero mean. . Suppose that the time series { y t : t ? T } is constructed as follows:. The time series { y t : t ? T } is said to be constructed from { x t : t ? T } by means of a Linear Filter .

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The Spectral Representation of Stationary Time Series

The Spectral Representation of Stationary Time Series. Stationary time series satisfy the properties: Constant mean ( E ( x t ) = m ) Constant variance (Var( x t ) = s 2 ) Correlation between two observations ( x t , x t + h ) dependent only on the distance h.

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Developing and Testing Mechanistic Models of Terrestrial Carbon Cycling Using Time-Series Data

Developing and Testing Mechanistic Models of Terrestrial Carbon Cycling Using Time-Series Data. Ed Rastetter The Ecosystems Center Marine Biological Laboratory Woods Hole, MA USA. Jack Cosby Environmental Sciences University of Virginia Charlottesville, VA USA. Topics:.

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White noise time series - PowerPoint PPT Presentation

Linear Filters

The Spectral Representation of Stationary Time Series

Developing and Testing Mechanistic Models of Terrestrial Carbon Cycling Using Time-Series Data