On the posterior distribution of classes of random means
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Publication:605039
DOI10.3150/09-BEJ200zbMath1200.62019arXiv1002.4276MaRDI QIDQ605039
Lancelot F. James, Igor Prünster, Antonio Lijoi
Publication date: 12 November 2010
Published in: Bernoulli (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1002.4276
Bayesian nonparametricsposterior distributionPoisson-Dirichlet processcompletely random measuresnormalized random measuresmeans of random probability measuresspecies sampling models
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Cites Work
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- On a class of Bayesian nonparametric estimates: I. Density estimates
- Characteristic functions of means of distributions chosen from a Dirichlet process
- Distribution functions of means of a Dirichlet process
- Multiple integral representation for functionals of Dirichlet processes
- A Bayesian nonparametric approach to reliability
- Distributional results for random functionals of a Dirichlet process
- Distributional results for means of normalized random measures with independent increments
- On the Markov-Krein identity and quasi-invariance of the gamma process
- Constructions of random distributions via sequential barycenters
- Some new results for Dirichlet priors.
- Theory and numerical analysis for exact distributions of functionals of a Dirichlet process
- Means of a Dirichlet process and multiple hypergeometric functions.
- Exchangeable and partially exchangeable random partitions
- Normalized random measures driven by increasing additive processes
- Functionals of Dirichlet processes, the Cifarelli-Regazzini identity and beta-gamma processes
- Distributions of linear functionals of two parameter Poisson-Dirichlet random measures
- Boundary driven zero-range processes in random media
- A new multivariate transform and the distribution of a random functional of a Ferguson-Dirichlet process
- Combinatorial stochastic processes. Ecole d'Eté de Probabilités de Saint-Flour XXXII -- 2002.
- Exact inference for random Dirichlet means
- Poisson calculus for spatial neutral to the right processes
- Completely random measures
- A Bayesian analysis of some nonparametric problems
- Approximation of Laws of Random Probabilities by Mixtures of Dirichlet Distributions with Applications to Nonparametric Bayesian Inference
- Exponential functionals and means of neutral-to-the-right priors
- Posterior Analysis for Normalized Random Measures with Independent Increments
- Linear functionals and Markov chains associated with Dirichlet processes
- Considerazioni generali sull’impostazione Bayesiana di problemi non parametrici. Le medie associative nel contesto del processo aleatorio di Dirichlet parte II
- A family of densities derived from the three-parameter Dirichlet process
- Generalized Gamma measures and shot-noise Cox processes
- Hierarchical Mixture Modeling With Normalized Inverse-Gaussian Priors
- On Consistency of Nonparametric Normal Mixtures for Bayesian Density Estimation
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