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独立Poisson分布的均值之MLE的改进
引用本文:李排昌.独立Poisson分布的均值之MLE的改进[J].东北数学,2000,16(3):315-318.
作者姓名:李排昌
作者单位:DepartmentofMathematics,ChinesePeople'sPublicSecurityUniversity,Beijing,102614
摘    要:In this paper, we consider the simultaneous estimation of the parameters (means) of the independent Poisson distribution by using the following loss functions: L0(θ,T)=∑i=1^n(Ti-θi)^2,L1(θ,T)=∑i=1^n(Ti-θi)^2/θi We develop an estimator which is better than the maximum likelihood estimator X simultaneously under L0(θ, T) and L1(θ, T). Our estimator possesses substantially smaller risk than the usual estimator X to estimate the parameters (means) of the independent Poisson distribution.

关 键 词:泊松分布  损失方程  风险评估  最大可能性

Improvement on MLE of the Means of Independent Poisson Distribution
LI Pai-chang.Improvement on MLE of the Means of Independent Poisson Distribution[J].Northeastern Mathematical Journal,2000,16(3):315-318.
Authors:LI Pai-chang
Abstract:
Keywords:Poisson distribution  admissibility  loss fun ction  risk  maximum likelihood estimator
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