Rates of Convergence for a Bayesian Level Set Estimation
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Publication:5467713
DOI10.1111/j.1467-9469.2005.00448.xzbMath1091.62010OpenAlexW2044561873MaRDI QIDQ5467713
Ghislaine Gayraud, Judith Rousseau
Publication date: 24 May 2006
Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1111/j.1467-9469.2005.00448.x
Asymptotic properties of parametric estimators (62F12) Bayesian inference (62F15) Nonparametric tolerance and confidence regions (62G15)
Related Items (8)
A data-adaptive method for estimating density level sets under shape conditions ⋮ Consistency results on nonparametric Bayesian estimation of level sets using spatial priors ⋮ Asymptotic normality of plug-in level set estimates ⋮ Optimal rates for plug-in estimators of density level sets ⋮ Confidence regions for level sets ⋮ Posterior contraction and credible regions for level sets ⋮ Multivariate mode hunting: Data analytic tools with measures of significance ⋮ A comparative simulation study of data-driven methods for estimating density level sets
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- Consistency results on nonparametric Bayesian estimation of level sets using spatial priors
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- Convergence rates in nonparametric estimation of level sets
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