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Bayesian adaptation (Q899540)

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Language	Label	Description	Also known as
English	Bayesian adaptation	scientific article

Statements

scholarly article

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Bayesian adaptation (English)

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zbMATH Open document ID

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10.1016/j.jspi.2014.12.002

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Catia Scricciolo

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Journal of Statistical Planning and Inference

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publication date

29 December 2015

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full work available at URL

https://arxiv.org/abs/1407.2219

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Mathematics Subject Classification ID

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zbMATH DE Number

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zbMATH Keywords

adaptive estimation

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empirical Bayes

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Gaussian process priors

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kernel mixture priors

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nonparametric credibility regions

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posterior distributions

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rates of convergence

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sieve priors

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MaRDI profile type

MaRDI publication profile

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Bayesian Optimal Adaptive Estimation Using a Sieve Prior

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Distribution estimation consistent in total variation and in two types of information divergence

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The consistency of posterior distributions in nonparametric problems

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Divergence-type errors of smooth Barron-type density estimators.

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Adaptive Bayesian inference on the mean of an infinite-dimensional normal distribution

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On Bayesian supremum norm contraction rates

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Thomas Bayes' walk on manifolds

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Adaptive nonparametric Bayesian inference using location-scale mixture priors

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Adaptive estimation of multivariate functions using conditionally Gaussian tensor-product spline priors

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Convergence rates for density estimation with Bernstein polynomials.

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Convergence rates of posterior distributions.

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On Bayesian adaptation

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Nonparametric Bayesian model selection and averaging

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Entropies and rates of convergence for maximum likelihood and Bayes estimation for mixtures of normal densities.

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Convergence rates of posterior distributions for non iid observations

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Posterior convergence rates of Dirichlet mixtures at smooth densities

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Rates of contraction for posterior distributions in \(L^{r}\)-metrics, \(1 \leq r \leq \infty\)

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On adaptive minimax density estimation on \(\mathbb R^d\)

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Convergence rates for posterior distributions and adaptive estimation

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Bayes procedures for adaptive inference in inverse problems for the white noise model

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An approximation of partial sums of independent RV'-s, and the sample DF. I

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Adaptive Bayesian density estimation with location-scale mixtures

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Posterior convergence rates for Dirichlet mixtures of beta densities

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On universal Bayesian adaptation

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Adaptive rates of contraction of posterior distributions in Bayesian wavelet regression

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On a class of Bayesian nonparametric estimates: I. Density estimates

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Bayesian thinking, modeling and computation.

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Bayesian Goodness of Fit Testing with Mixtures of Triangular Distributions

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Convergence of latent mixing measures in finite and infinite mixture models

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Bayesian Nonparametric Modeling Using Mixtures of Triangular Distributions

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Random Bernstein Polynomials

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Consistency of Bernstein Polynomial Posteriors

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Bayesian inverse problems with non-conjugate priors

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Rates of convergence for the posterior distributions of mixtures of betas and adaptive nonparametric estimation of the density

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On Bayes procedures

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Convergence rates for Bayesian density estimation of infinite-dimensional exponential families

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On Rates of Convergence for Bayesian Density Estimation

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A note on Bayesian nonparametric regression function estimation

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Posterior rates of convergence for Dirichlet mixtures of exponential power densities

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Adaptive Bayesian density estimation in \(L^p\)-metrics with Pitman-Yor or normalized inverse-Gaussian process kernel mixtures

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Adaptive Bayesian multivariate density estimation with Dirichlet mixtures

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Rates of convergence of posterior distributions.

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Empirical Bayes scaling of Gaussian priors in the white noise model

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Bayesian inference with rescaled Gaussian process priors

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Adaptive Bayesian estimation using a Gaussian random field with inverse gamma bandwidth

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Mathematics(1 entry)

mardi Publication:899540

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