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Strong Consistency of the Spline-Estimation of Probabilities Density in Uniform Metric
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作者 Mukhammadjon S. Muminov Khaliq S. Soatov 《Open Journal of Statistics》 2016年第2期373-379,共7页
In the present paper as estimation of an unknown probability density of the spline-estimation is constructed, necessity and sufficiency conditions of strong consistency of the spline-estimation are given.
关键词 Strong Consistency spline-estimation Probability Density in Uniform Metric Uniform Metric Soatov Muminov Tashkent University Institute of Mathematics
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A Note on Spline Estimator of Unknown Probability Density Function
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作者 Muhanmadjon S. Muminov Kh. Soatov 《Open Journal of Statistics》 2011年第3期157-160,共4页
In the present paper as estimation of unknown pdf derivative of a spline function is suggested. It is studied its some statistical properties which are used to approximate maximal deviation of the spline estimation fr... In the present paper as estimation of unknown pdf derivative of a spline function is suggested. It is studied its some statistical properties which are used to approximate maximal deviation of the spline estimation from pdf with maximum of nonstationary gaussian process. 展开更多
关键词 spline-estimator Empirical DISTRIBUTION GAUSS Process
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On the Approximation of Maximum Deviation Spline Estimation of the Probability Density Gaussian Process
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作者 Mukhammadjon S. Muminov Kholiqjon S. Soatov 《Open Journal of Statistics》 2015年第4期334-339,共6页
In the paper, the deviation of the spline estimator for the unknown probability density is approximated with the Gauss process. It is also found zeros for the infimum of variance of the derivation from the approximati... In the paper, the deviation of the spline estimator for the unknown probability density is approximated with the Gauss process. It is also found zeros for the infimum of variance of the derivation from the approximating process. 展开更多
关键词 spline-estimator Distribution FUNCTION GAUSS Process
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