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BANDWIDTH SELECTION IN NONPARAMETRIC SPECTRAL DENSITY ESTIMATION OF THE STATIONARY GAUSSIAN PROCESS
引用本文:于丹.BANDWIDTH SELECTION IN NONPARAMETRIC SPECTRAL DENSITY ESTIMATION OF THE STATIONARY GAUSSIAN PROCESS[J].应用数学学报(英文版),1996,12(4):363-370.
作者姓名:于丹
作者单位:Institute of Systems Science,the Chinese Academy of Sciences,Beijing 100080,China
摘    要:BANDWIDTHSELECTIONINNONPARAMETRICSPECTRALDENSITYESTIMATIONOFTHESTATIONARYGAUSSIANPROCESS¥YUDAN(于丹)(InstituteofSystemsScience,...

收稿时间:3 February 1993

Bandwidth selection in nonparametric spectral density estimation of the stationary Gaussian process
Dan Yu.Bandwidth selection in nonparametric spectral density estimation of the stationary Gaussian process[J].Acta Mathematicae Applicatae Sinica,1996,12(4):363-370.
Authors:Dan Yu
Institution:(1) Institute of Systems Science, the Chinese Academy of Sciences, 100080 Beijing, China
Abstract:We propose a method for estimating mean squared error and bandwidth in the windowedspectral density estimation of a stationary Gaussian process, and also provide a method forestimating the second order derivative of the spectral density function. The asymptotic propertiesand the convergence rates of the estimators are given.
Keywords:Stationary Gaussian process  spectral density  periodogram  windowed spectral estimate  bandwidth  spectral window  mean squared error
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