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A Note on Optimal Smoothing for Time Varying Coefficient Problems / Thomas F. Cooley, Kent D. Wall.

By: Contributor(s): Material type: TextTextSeries: Working Paper Series (National Bureau of Economic Research) ; no. w0128.Publication details: Cambridge, Mass. National Bureau of Economic Research 1976.Description: 1 online resource: illustrations (black and white)Online resources: Available additional physical forms:
  • Hardcopy version available to institutional subscribers
Abstract: An algorithm is presented which provides a complete solution to the optimal estimation problem for time-varying parameters when no proper prior distribution is specified. The key ideas involve a combination of the information-form Kalman filter with the two-filter interpretation of the optimal smoother. The algorithm produces efficient estimates of the parameter trajectories over the entire sample, arid is equally applicable when a proper prior distribution has been specified.
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March 1976.

An algorithm is presented which provides a complete solution to the optimal estimation problem for time-varying parameters when no proper prior distribution is specified. The key ideas involve a combination of the information-form Kalman filter with the two-filter interpretation of the optimal smoother. The algorithm produces efficient estimates of the parameter trajectories over the entire sample, arid is equally applicable when a proper prior distribution has been specified.

Hardcopy version available to institutional subscribers

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