A Bayesian Analysis of Some Nonparametric Problems

Keywords

Dirichlet process, Mathematics, Nonparametric statistics, Dirichlet distribution, Prior probability

References

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• The Estimation of Probabilities: An Essay on Modern Bayesian MethodsJack N. Sparks, I. J. Good — 1967
• Limit Distributions for Sums of Independent Random Variables.Wassily Hoeffding, Б. В. Гнеденко, A. N. Kolmogorov — 1955
• Random distribution functionsLester E. Dubins, David A. Freedman — 1967

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• Probabilistic Models for Collecting, Analyzing, and Modeling Expression DataH. Le — 2013
• Inference of Population Structure Under a Dirichlet Process ModelJohn Temperley — 2007
• Information Geometry, Bayesian Inference, Ideal Estimates and Error DecompositionHuaiyu Zhu, Richard Rohwer — 1998
• Historical Developments in Bayesian Econometrics after Cowles Foundation Monographs 10, 14Nalan Baştürk, Cem Çakmaklı, Pinar Ceyhan — 2013
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• Inference of Low-Dimensional Latent Structure in High-Dimensional DataHaojun Chen — 2011
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