Nonparametric empirical bayes estimation of certain funtionals

DOI10.1080/03610928508829031zbMath0581.62037OpenAlexW1995469605MaRDI QIDQ3703116

Malay Ghosh

Publication date: 1985

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610928508829031

zbMATH Keywords

U-statisticsAsymptotic optimalityDirichlet process priorsestimable functionalsnonparametric empirical Bayes estimators

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Bayesian inference (62F15) Empirical decision procedures; empirical Bayes procedures (62C12)

Related Items (1)

The Hájek convolution theorem and empirical Bayes estimation: Parametrics, semiparametrics and nonparametrics

Cites Work

• Characteristic functions of means of distributions chosen from a Dirichlet process
• A note on the asymptotic optimality of the empirical Bayes distribution function
• Empirical Bayes estimation of a distribution function
• A Bayesian analysis of some nonparametric problems
• Nonparametric Bayes Inference for Concordance in Bivariate Distributions
• Relations between limiting bayes estimates and the u-statistics for estimable parameters of degrees 2 and 3

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