Stationary statistical experiments and the optimal estimator for a predictable component


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Abstract

A stationary autoregression process given by a difference stochastic equation is characterized by a two-dimensional covariance matrix under stationarity conditions. The optimal estimator function represented by a square variation of the martingale is used to obtain consistent estimators for the parameter of a predictable component.

About the authors

Dmitri Koroliouk

Institute of Telecommunications and Global Information Space of the NAS of Ukraine

Author for correspondence.
Email: dimitri.koroliouk@ukr.net
Ukraine, Kiev

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