Estimates of Periodically Correlated Isotropic Random Fields

Estimates of Periodically Correlated Isotropic Random Fields

Sale price  £182.99 Regular price  £243.99
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Estimates of Periodically Correlated Isotropic Random Fields

Estimates of Periodically Correlated Isotropic Random Fields

Sale price  £182.99 Regular price  £243.99
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We propose results of the investigation of the problem of the mean square optimal estimation of linear functionals which depend on the unknown values of periodically correlated isotropic random fields. Estimates are based on observations of the fields with a noise. Formulas for computing the value of the mean-square errors and the spectral characteristics of the optimal linear estimates of functionals are derived in the case of spectral certainty, where the spectral densities of the fields are exactly known. Formulas that determine the least favorable spectral densities and the minimax-robust spectral characteristics of the optimal estimates of functionals are proposed in the case of spectral uncertainty, where the spectral densities are not exactly known while some sets of admissible spectral densities are specified.
Mikhail Moklyachuk, D.Sci. Professor, Department of Probability Theory, Statistics and Actuarial Mathematics,Taras Shevchenko National University of Kyiv, Ukraine
ISBN-13
9781536132441
Publication date
2 July 2018
Format
Hardback
Pages
316
Dimensions
260 x 180 mm
Language
English

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