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On the inferential implications of decreasing weight structures in mixture models

De Blasi, Pierpaolo; Martínez, Asael Fabian; Mena, … - 2020

Persistent link: https://www.econbiz.de/10012297514

Hierchical mixture modeling with Normalized Inverse-Gaussian priors

Lijoi, Antonio; Mena, Ramsés H.; Prünster, Igor - In: Journal of the American Statistical Association : JASA 100 (2005) 472, pp. 1278-1291

Persistent link: https://www.econbiz.de/10003241945

Poisson-driven stationary Markov models

Anzarut, Michelle; Mena, Ramsés H.; Nava, Consuelo Rubina - In: Journal of business & economic statistics : JBES ; a … 36 (2018) 4, pp. 684-694

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BNP density : Bayesian nonparametric mixture modeling in R

Arbel, Julyan; Kon Kam King, Guillaume; Lijoi, Antonio; … - 2021

Persistent link: https://www.econbiz.de/10013329542

Inner spike and slab Bayesian nonparametric models

Canale, Antonio; Lijoi, Antonio; Nipoti, Bernardo; … - 2021

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On consistency of nonparametric normal mixtures for Bayesian density estimation

Lijoi, Antonio; Prünster, Igor; Walker, Stephen G. - In: Journal of the American Statistical Association : JASA 100 (2005) 472, pp. 1292-1296

Persistent link: https://www.econbiz.de/10003241969

Survival analysis via hierarchically dependent mixture hazards

Camerlenghi, Federico; Lijoi, Antonio; Prünster, Igor - 2020

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Bayesian modeling via discrete nonparametric priors

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Distributional Properties of Means of Random Probability Measures

Pruenster, Igor - 2009

The present paper provides a review of the results concerning distributional properties of means of random probability measures. Our interest in this topic has originated from inferential problems in Bayesian Nonparametrics. Nonetheless, it is worth noting that these random quantities lay an...

Persistent link: https://www.econbiz.de/10013153000