Minimax prediction of sequences with periodically stationary increments

被引:0
|
作者
Kozak, P. S. [1 ]
Luz, M. M. [2 ]
Moklyachuk, M. P. [1 ]
机构
[1] Taras Shevchenko Natl Univ Kyiv, 64-13 Volodymyrska Str, UA-01601 Kiev, Ukraine
[2] BNP Paribas Cardif, 8 Illinska Str, UA-04070 Kiev, Ukraine
关键词
periodically stationary increments; minimax-robust estimate; mean square error; least favourable spectral density; minimax spectral characteristic; ROBUST ESTIMATION; MODELS;
D O I
10.15330/cmp.13.2.352-376
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The problem of optimal estimation of linear functionals constructed from unobserved values of a stochastic sequence with periodically stationary increments based on its observations at points k < 0 is considered. For sequences with known spectral densities, we obtain formulas for calculating values of the mean square errors and the spectral characteristics of the optimal estimates of the functionals. Formulas that determine the least favourable spectral densities and minimax (robust) spectral characteristics of the optimal linear estimates of functionals are derived in the case where spectral densities of the sequence are not exactly known while some sets of admissible spectral densities are given.
引用
收藏
页码:352 / 376
页数:25
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