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Bayesian nonparametric point estimation under a conjugate prior

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Publication:1613099
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DOI10.1016/S0167-7152(02)00097-4zbMath1039.62034MaRDI QIDQ1613099

Linda H. Zhao, Xuefeng Li

Publication date: 5 September 2002

Published in: Statistics \& Probability Letters (Search for Journal in Brave)


zbMATH Keywords

point estimationGaussian prioroptimal rate


Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric estimation (62G05) Bayesian problems; characterization of Bayes procedures (62C10)


Related Items (3)

Bayesian semi-parametric estimation of the long-memory parameter under FEXP-priors ⋮ Pointwise optimality of Bayesian wavelet estimators ⋮ On the posterior pointwise convergence rate of a Gaussian signal under a conjugate prior




Cites Work

  • Minimax risk over hyperrectangles, and implications
  • Optimal filtering of square-integrable signals in Gaussian noise
  • Renormalization exponents and optimal pointwise rates of convergence
  • Asymptotic equivalence of nonparametric regression and white noise
  • Bayesian aspects of some nonparametric problems
  • Smoothing noisy data with spline functions




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