Search Results - subject:"Bayesian nonparametric inference"

Posterior analysis of rare variants in Gibbs-type species sampling models

Cesari, Oriana; Favaro, Stefano; Nipoti, Bernardo - In: Journal of Multivariate Analysis 131 (2014) C, pp. 79-98

, including the evaluation of species richness, are still to be addressed. In this paper, motivated by Bayesian nonparametric … inference for species sampling problems, we consider the practically important and technically challenging issue of developing a …

Persistent link: https://www.econbiz.de/10010930745

Discussion of “On simulation and properties of the stable law” by L. Devroye and L. James

Favaro, Stefano; Nipoti, Bernardo - In: Statistical Methods and Applications 23 (2014) 3, pp. 365-369

. Our focus is then on how these results have been exploited in the context of Bayesian nonparametric inference for species …

Persistent link: https://www.econbiz.de/10010998664

Bayesian Cross-Sectional Analysis of the Conditional Distribution of Earnings of Men in the United States, 1967-1996: Appendices

Geweke, John; Keane, Michael - Volkswirtschaftliche Fakultät, … - 2005

This study develops practical methods for Bayesian nonparametric inference in regression models. The emphasis is on …

Persistent link: https://www.econbiz.de/10011108700

Bayesian Cross-Sectional Analysis of the Conditional Distribution of Earnings of Men in the United States, 1967-1996

Geweke, John; Keane, Michael - Volkswirtschaftliche Fakultät, … - 2005

This study develops practical methods for Bayesian nonparametric inference in regression models. The emphasis is on …

Persistent link: https://www.econbiz.de/10011110968

Bayesian nonparametric estimators derived from conditional Gibbs structures

Lijoi, Antonio; Pruenster, Igor; Walker, Stephen G. - International Centre for Economic Research (ICER) - 2008

We consider discrete nonparametric priors which induce Gibbs-type exchangeable random partitions and investigate their posterior behavior in detail. In particular, we deduce conditional distributions and the corresponding Bayesian nonparametric estimators, which can be readily exploited for...

Persistent link: https://www.econbiz.de/10004980488

Bayesian Nonparametric Analysis for a Generalized Dirichlet Process Prior

Lijoi, Antonio; Mena, Ramsés; Prünster, Igor - In: Statistical Inference for Stochastic Processes 8 (2005) 3, pp. 283-309

Persistent link: https://www.econbiz.de/10005616060