Prediction and Estimation of Random Fields

Prediction and Estimation of Random Fields

For a stationary two dimensional random field, we utilize the classical Kolmogorov-Wiener theory to develop prediction methodology which requires minimal assumptions on the dependence structure of the random field. We also provide solutions for several non-standard prediction problems which deals wi...

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Bibliographic Details
Main Author: Kohli, Priya
Other Authors: Pourahmadi, Mohsen
Format: Others
Language:en_US
Published: 2012
Subjects:
Spatial Prediction
Wold Decomposition
Exponential Models
Cepstral Coefficients
Long Range Dependence.
Online Access:http://hdl.handle.net/1969.1/ETD-TAMU-2012-08-11770

Internet

http://hdl.handle.net/1969.1/ETD-TAMU-2012-08-11770

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