On Asymptotic Unbiasedness of the Estimator for the Linear Functional of Spectral Density of Stationary Gaussian Process
- Authors: Shomakhov AY.1
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Affiliations:
- Plekhanov Russian University of Economics
- Issue: No 4 (2011)
- Pages: 31-37
- Section: Articles
- URL: https://journals.rudn.ru/miph/article/view/8430
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Abstract
For the real-valued stationary Gaussian centered process X(t), t ? R, R = (- ?; + ? ), having a spectral density f(?), a problem of asymptotic unbiasedness is considered for the estimator (statistics) LT = ? ?(?)IT(?)d?, ? ?(- ?; + ? ), where is IT(?) a periodogram of a process, for the linear functional of the spectral density L(f) = ? ?(?)f(?)d? of the stationary Gaussian centered process based on the sample {X (t),0 ? t ? T }.
About the authors
A Yu Shomakhov
Plekhanov Russian University of EconomicsPlekhanov Russian University of Economics