REGRESSION MODELS GENERATED BY DISTRIBUTIONS OF MODERATE GROWTH

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REGRESSION MODELS GENERATED BY DISTRIBUTIONS OF MODERATE GROWTH Kh. L. Vardanyan

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.

DOI: 10.46991/PYSUA.2010.44.1.027 Physical and Mathematical Sciences, 44(1 (221) 27-31

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Keywords

consistent least square estimate, regression model, distribution of moderate growth

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