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  • Search: subject:"Exchangeable partition probability function"
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Subject
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Bayesian Nonparametrics 1 Clustering 1 Consistency 1 Dependent process 1 Discrete nonparametric prior 1 Exchangeable partition probability function 1 Gibbs–type prior 1 Mixture model 1 Pitman–Yor process 1 Population Genetics 1 Predictive distribution 1 Species sampling 1
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Online availability
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Free 1
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Book / Working Paper 1
Language
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Undetermined 1
Author
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De Blasi, Pierpaolo 1 Favaro, Stefano 1 Lijoi, Antonio 1 Mena, Ramsés H. 1 Prünster, Igor 1 Ruggiero, Mattteo 1
Institution
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Dipartimento di Scienze Economiche e Aziendali, Università degli Studi di Pavia 1
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DEM Working Papers Series 1
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RePEc 1
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Are Gibbs-type priors the most natural generalization of the Dirichlet process?
De Blasi, Pierpaolo; Favaro, Stefano; Lijoi, Antonio; … - Dipartimento di Scienze Economiche e Aziendali, … - 2013
Discrete random probability measures and the exchangeable random partitions they induce are key tools for addressing a variety of estimation and prediction problems in Bayesian inference. Indeed, many popular nonparametric priors, such as the Dirichlet and the Pitman–Yor process priors, select...
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