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指数型分布的混合的识别
A Note on Identifiability of Mixtures
【摘要】 本文讨论了核为指数型分布的混合的识别问题,给出一个主要定理来确定可识别的充分条件,以及刻划先验分布的方法,并应用于可靠性的贝叶斯方法中。
【Abstract】 In this paper We consider the identifiability of mixtures in which the kernel belo- ngs to a family of exponential type distributions. A main theorem shows how to determine the mixing distribution of the mixture, i. e., for the donsity f(x, θ) C(θ)K (x)eθx, (x>0), and the mixture h(x)=(?)f(x, θ)g(θ)dθ. If integral from n=-∞ to ∞(|(h(z))/(K(z)))|dt<∞, z=x+it,x∈R+,t∈R,) the mixture is identifiable, and mixing g(θ) is uniquely determined by g(θ)=1/(2πiC(θ))integral from n=σ-iθ to σ-iθ(h(z)/K(z)e-2θdz z=x+it,σ>0)
- 【文献出处】 华东师范大学学报(自然科学版) ,Journal of East China Normal University(Natural Science) , 编辑部邮箱 ,1984年03期
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