Сomparative Analysis of Polynomial Maximization and Maximum Likelihood Estimates for Data with Exponential Power Distribution

Сomparative Analysis of Polynomial Maximization and Maximum Likelihood Estimates for Data with Exponential Power Distribution

The work is devoted to the estimate accuracy comparative analysis of the experimental data parameters with exponential power distribution (EPD) using the classical Maximum Likelihood Estimation (MLE) and the original Polynomial Maximization Method (PMM). In contrast to the parametric approach of MLE...

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Bibliographic Details
Main Authors: S. V. Zabolotnii, A. V. Chepynoha, A. M. Chorniy, A. V. Honcharov
Format: Article
Language:English
Published: Igor Sikorsky Kyiv Polytechnic Institute 2020-09-01
Series:Vìsnik Nacìonalʹnogo Tehnìčnogo Unìversitetu Ukraïni Kììvsʹkij Polìtehnìčnij Ìnstitut: Serìâ Radìotehnìka, Radìoaparatobuduvannâ
Subjects:
exponential power distribution
stochastic polynomials
high-order statistics
parameter estimation
Online Access:http://doi.radap.kpi.ua/article/view/221500

Internet

http://doi.radap.kpi.ua/article/view/221500

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