INTERPOLATION PROBLEMS FOR RANDOM FIELDS FROM OBSERVATIONS IN PERFORATED PLANE

M Moklyachuk, D-R, Phys, Mathem Sci, N Shchestyuk, Cand, Phys, Mathem Sci, A Florenko, Graduate Student, Taras Shevchenko
unpublished
The problem of estimation of linear functionals which depend on the unknown values of a homogeneous random field g(k , j) in the region K c Z 2 from observations of the sum £(k, j) + ^ (k , j) at points (k , j) e Z 2 \ K is investigated. Formulas for calculating the mean square errors and the spectral characteristics of the opti­ mal linear estimate of functionals are derived in the case where the spectral densities are exactly known. Formulas that determine the least favourable spectral
more » ... es and the minimax (robust) spec­ tral characteristics are proposed in the case where the spectral den­ sities are not exactly known while a class of admissible spectral densities is given.
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