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Bayesian Repulsive Gaussian Mixture Model (Q3304847)

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Language	Label	Description	Also known as
English	Bayesian Repulsive Gaussian Mixture Model	scientific article

Statements

scholarly article

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Bayesian Repulsive Gaussian Mixture Model (English)

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Journal of the American Statistical Association

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publication date

3 August 2020

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full work available at URL

https://arxiv.org/abs/1703.09061

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zbMATH Keywords

blocked-collapsed Gibbs sampler

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density estimation

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generalized urn-model

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model complexity

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posterior convergence

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MaRDI profile type

MaRDI publication profile

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Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems

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Ferguson distributions via Polya urn schemes

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Posterior asymptotics of nonparametric location-scale mixtures for multivariate density estimation

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Consistency of the MLE under mixture models

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Robustness Properties of k Means and Trimmed k Means

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

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Posterior consistency of Dirichlet mixtures in density estimation

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Convergence rates of posterior distributions.

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Reversible jump Markov chain Monte Carlo computation and Bayesian model determination

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Gibbs Sampling Methods for Stick-Breaking Priors

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Adaptive Bayesian density estimation with location-scale mixtures

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Mixture Models With a Prior on the Number of Components

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Maximum L<i>q</i>-Likelihood Estimation via the Expectation-Maximization Algorithm: A Robust Estimation of Mixture Models

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On Bayes procedures

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Posterior rates of convergence for Dirichlet mixtures of exponential power densities

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Adaptive Bayesian multivariate density estimation with Dirichlet mixtures

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Sampling the Dirichlet Mixture Model with Slices

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On rates of convergence for posterior distributions in infinite-dimensional models

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The \(L_{1}\)-consistency of Dirichlet mixtures in multivariate Bayesian density estimation

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Kullback Leibler property of kernel mixture priors in Bayesian density estimation

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Bayesian inference for latent biologic structure with determinantal point processes (DPP)

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Identifiers

zbMATH Open document ID

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10.1080/01621459.2018.1537918

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:3304847

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