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Proceedings of the Yerevan State University, series Physical and Mathematical Sciences, 2010, Issue 1, Pages 27–31
(Mi uzeru200)
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Mathematics
Regression models generated by distributions of moderate growth
Kh. L. Vardanyan Chair of Probability Theory and Mathematical Statistics YSU, Armenia
Abstract:
Regression model generated by two-parametric distribution of moderate growth and arising in bioinformatics is considered. Consistency (in a weak sense) of least square estimates for parameters is proved. Distributions of least square estimates for parameters and of Gaussian noise variation estimate are obtained. Results may be used for statistical hypothesis testing with regard to parameters of model.
Keywords:
consistent least square estimate, regression model, distribution of moderate growth.
Received: 17.12.2009 Accepted: 28.12.2009
Citation:
Kh. L. Vardanyan, “Regression models generated by distributions of moderate growth”, Proceedings of the YSU, Physical and Mathematical Sciences, 2010, no. 1, 27–31
Linking options:
https://www.mathnet.ru/eng/uzeru200 https://www.mathnet.ru/eng/uzeru/y2010/i1/p27
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Statistics & downloads: |
Abstract page: | 57 | Full-text PDF : | 19 | References: | 16 |
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