Are Gibbs-Type Priors the Most Natural Generalization of the Dirichlet Process?

No abstract is available for this paper.

• Publication year

  2015

• Venue

  IEEE Transactions on Pattern Analysis and Machine Intelligence

• Publication date

  Unknown publication date

• Fields of study

  Mathematics, Computer Science, Medicine

• Identifiers
  PMID 24216074
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Partition models

  2015cited by this paper
• A Bayesian semiparametric approach for the differential analysis of sequence counts data

  2014cited by this paper
• AN ASYMPTOTIC ANALYSIS OF A CLASS OF DISCRETE NONPARAMETRIC PRIORS

  2013influential reference
• Conditional formulae for Gibbs-type exchangeable random partitions

  2013cited by this paper
• Alpha-diversity processes and normalized inverse-Gaussian diffusions.

  2013cited by this paper
• Species Dynamics in the Two-Parameter Poisson-Dirichlet Diffusion Model

  2013cited by this paper
• A Bayesian nonparametric approach to modeling market share dynamics

  2013cited by this paper
• Asymptotics for a Bayesian nonparametric estimator of species variety

  2012influential reference
• On the Support of MacEachern’s Dependent Dirichlet Processes and Extensions

  2012cited by this paper
• A New Estimator of the Discovery Probability

  2012cited by this paper
• On a Class of Random Probability Measures with General Predictive Structure

  2011cited by this paper
• POSTERIOR CONSISTENCY OF SPECIES SAMPLING PRIORS

  2010cited by this paper
• Bayesian Nonparametrics: The Dirichlet process, related priors and posterior asymptotics

  2010cited by this paper
• Bayesian semiparametric inference for multivariate doubly-interval-censored data

  2010cited by this paper
• Bayesian Nonparametrics: Models beyond the Dirichlet process

  2009cited by this paper
• Posterior Analysis for Normalized Random Measures with Independent Increments

  2009cited by this paper
• Bayesian non‐parametric inference for species variety with a two‐parameter Poisson–Dirichlet process prior

  2009influential reference
• COUNTABLE REPRESENTATION FOR INFINITE DIMENSIONAL DIFFUSIONS DERIVED FROM THE TWO-PARAMETER POISSON-DIRICHLET PROCESS

  2009cited by this paper
• Random variate generation for exponentially and polynomially tilted stable distributions

  2009cited by this paper
• A Species Sampling Model with Finitely Many Types

  2009influential reference
• Investigating nonparametric priors with Gibbs structure

  2008cited by this paper
• Some issues in nonparametric Bayesian modeling using species sampling models

  2008cited by this paper
• Bayesian nonparametric estimators derived from conditional Gibbs structures

  2008cited by this paper
• On a Class of Bayesian Nonparametric Estimates : I . Density Estimates

  2008cited by this paper
• Generalized Polya Urn for Time-varying Dirichlet Process Mixtures

  2007cited by this paper
• Large sample asymptotics for the two-parameter Poisson–Dirichlet process

  2007cited by this paper
• A Bayesian nonparametric method for prediction in EST analysis

  2007influential reference
• Two-parameter family of diffusion processes in the Kingman simplex

  2007cited by this paper
• Sampling the Dirichlet Mixture Model with Slices

  2007cited by this paper
• Bayesian Nonparametric Estimation of the Probability of Discovering New Species

  2007cited by this paper
• Controlling the reinforcement in Bayesian non‐parametric mixture models

  2007cited by this paper
• A Hierarchical Bayesian Language Model Based On Pitman-Yor Processes

  2006cited by this paper
• Hierarchical Mixture Modeling With Normalized Inverse-Gaussian Priors

  2005cited by this paper
• Combinatorial Methods in Discrete Distributions

  2005cited by this paper
• Markov Processes: Characterization and Convergence

  2005cited by this paper
• Bayesian Nonparametric Analysis for a Generalized Dirichlet Process Prior

  2005cited by this paper
• On Consistency of Nonparametric Normal Mixtures for Bayesian Density Estimation

  2005cited by this paper
• Predicting the Conditional Probability of Discovering a New Class

  2004cited by this paper
• Estimating and comparing the rates of gene discovery and expressed sequence tag (EST) frequencies in EST surveys

  2004cited by this paper
• Exchangeable Gibbs partitions and Stirling triangles

  2004influential reference
• Bayesian clustering and product partition models

  2003cited by this paper
• A Poisson model for the coverage problem with a genomic application

  2002cited by this paper
• Poisson-Kingman partitions

  2002cited by this paper
• Gibbs Sampling Methods for Stick-Breaking Priors

  2001cited by this paper
• Gibbs sampling for Bayesian non‐conjugate and hierarchical models by using auxiliary variables

  1999cited by this paper
• Generalized Gamma measures and shot-noise Cox processes

  1999cited by this paper
• POSTERIOR CONSISTENCY OF DIRICHLET MIXTURES IN DENSITY ESTIMATION

  1999cited by this paper
• The two-parameter Poisson-Dirichlet distribution derived from a stable subordinator

  1997cited by this paper
• Some developments of the Blackwell-MacQueen urn scheme

  1996cited by this paper
• Exchangeable and partially exchangeable random partitions

  1995influential reference
• Bayesian Density Estimation and Inference Using Mixtures

  1995cited by this paper
• Estimating normal means with a conjugate style dirichlet process prior

  1994cited by this paper
• A Bayesian Analysis for Change Point Problems

  1993cited by this paper
• Size-biased sampling of Poisson point processes and excursions

  1992cited by this paper
• A characterization of the Dirichlet process

  1991cited by this paper
• On the consistency of Bayes estimates

  1986cited by this paper
• The infinitely-many-neutral-alleles diffusion model

  1981cited by this paper
• On random discrete distributions

  1980cited by this paper
• Tailfree and Neutral Random Probabilities and Their Posterior Distributions

  1974cited by this paper
• Prior Distributions on Spaces of Probability Measures

  1974cited by this paper
• A Bayesian Analysis of Some Nonparametric Problems

  1973cited by this paper
• Contributions to the Theory of Dirichlet Processes

  1973cited by this paper
• Invariants Under Mixing which Generalize de Finetti's Theorem

  1962cited by this paper
• THE NUMBER OF NEW SPECIES, AND THE INCREASE IN POPULATION COVERAGE, WHEN A SAMPLE IS INCREASED

  1956cited by this paper
• THE POPULATION FREQUENCIES OF SPECIES AND THE ESTIMATION OF POPULATION PARAMETERS

  1953cited by this paper

• A Marginal Sampler for σ-Stable Poisson–Kingman Mixture Models

  2014cites this paper