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Keyword

random probability measures

Description: Random probability measures are random variables taking values in spaces of probability distributions, used in Bayesian statistics and stochastic modeling.
OpenAlex ID: keywords/random-probability-measures
A Bayesian Analysis of Some Nonparametric Problems
1973 · Thomas S. Ferguson · The Annals of Statistics · 4,698
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A Constructive Definition of Dirichlet Priors
1991 · Jayaram Sethuraman · 2,042
Gibbs Sampling Methods for Stick-Breaking Priors
2001 · Hemant Ishwaran, Lancelot F James · Journal of the American Statistical Association · 1,515
On a Class of Bayesian Nonparametric Estimates: I. Density Estimates
1984 · Albert Y. Lo · The Annals of Statistics · 722
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The Nested Dirichlet Process
2008 · Abel Rodríguez, David B Dunson, et al. · Journal of the American Statistical Association · 295
Markov chain Monte Carlo in approximate Dirichlet and beta two-parameter process hierarchical models
2000 · H Ishwaran · Biometrika · 279
Kernel stick-breaking processes
2008 · D. B. Dunson, J.-H. Park · Biometrika · 275
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Exact and approximate sum representations for the Dirichlet process
2002 · Hemant Ishwaran, Mahmoud Zarepour · Canadian Journal of Statistics · 273
Distributional results for means of normalized random measures with independent increments
2003 · Eugenio Regazzini, Antonio Lijoi, et al. · The Annals of Statistics · 248
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Random Probability Measures on Polish Spaces
2002 · Hans Crauel · CRC Press eBooks · 209
Negative Binomial Process Count and Mixture Modeling
2013 · Mingyuan Zhou, Lawrence Carin · IEEE Transactions on Pattern Analysis and Machine Intelligence · 192
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Are Gibbs-Type Priors the Most Natural Generalization of the Dirichlet Process?
2013 · Pierpaolo De Blasi, Stefano Favaro, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 158
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Generalized weighted Chinese restaurant processes for species sampling mixture models
2003 · Hemant Ishwaran, Lancelot F. James · 153
Distribution Functions of Means of a Dirichlet Process
1990 · Donato Michele Cifarelli, Eugenio Regazzini · The Annals of Statistics · 137
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Approximating distributions of random functionals of Ferguson‐Dirichlet priors
1998 · Pietro Muliere, Luca Tardella · Canadian Journal of Statistics · 125
Nonparametric Bayes applications to biostatistics
2010 · David B. Dunson · Cambridge University Press eBooks · 112
Existence and consistency of Wasserstein barycenters
2016 · Thibaut Le Gouic, Jean-Michel Loubes · Probability Theory and Related Fields · 109
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Bayesian Poisson process partition calculus with an application to Bayesian Lévy moving averages
2005 · Lancelot F. James · The Annals of Statistics · 93
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Random distribution functions
1963 · Lester E. Dubins, David A. Freedman · Bulletin of the American Mathematical Society · 91
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The local Dirichlet process
2009 · Yeonseung Chung, David B. Dunson · Annals of the Institute of Statistical Mathematics · 70
The Matrix Stick-Breaking Process
2008 · David B Dunson, Ya Xue, et al. · Journal of the American Statistical Association · 67
Bayesian generalized product partition model
2008 · Ju-hyun Park, David, et al. · 63
Almost sure weak convergence of random probability measures
2006 · Patrizia Berti, Luca Pratelli, et al. · Stochastics · 49
Poisson calculus for spatial neutral to the right processes
2006 · Lancelot F. James · The Annals of Statistics · 46
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Some new results for Dirichlet priors
2000 · Donato Michele Cifarelli, Eugenio Melilli · The Annals of Statistics · 46
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Works count: 281
Citation count: 13,370
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