Igor Prünster

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 6

Top Topics

Nonparametric Bayesian

Dirichlet Process

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

Stat. Methods Appl.

Publications

Marta Catalano, Pierpaolo De Blasi, Antonio Lijoi, Igor Prünster
Posterior Asymptotics for Boosted Hierarchical Dirichlet Process Mixtures. J. Mach. Learn. Res. 23 (2022)
Helton Graziadei, Antonio Lijoi, Hedibert Freitas Lopes, Paulo C. Marques F., Igor Prünster
Prior Sensitivity Analysis in a Semi-Parametric Integer-Valued Time Series Model. Entropy 22 (1) (2020)
Pierpaolo De Blasi, Asael Fabian Martínez, Ramsés H. Mena, Igor Prünster
On the inferential implications of decreasing weight structures in mixture models. Comput. Stat. Data Anal. 147 (2020)
Antonio Lijoi, Igor Prünster, Tommaso Rigon
Sampling hierarchies of discrete random structures. Stat. Comput. 30 (6) (2020)
Federico Camerlenghi, Antonio Lijoi, Igor Prünster
Bayesian prediction with multiple-samples information. J. Multivar. Anal. 156 (2017)
Julyan Arbel, Igor Prünster
A moment-matching Ferguson & Klass algorithm. Stat. Comput. 27 (1) (2017)
Pierpaolo De Blasi, Stefano Favaro, Antonio Lijoi, Ramsés H. Mena, Igor Prünster, Matteo Ruggiero
Are Gibbs-Type Priors the Most Natural Generalization of the Dirichlet Process? IEEE Trans. Pattern Anal. Mach. Intell. 37 (2) (2015)
Omar El-Dakkak, Giovanni Peccati, Igor Prünster
Exchangeable Hoeffding decompositions over finite sets: A combinatorial characterization and counterexamples. J. Multivar. Anal. 131 (2014)
Antonio Lijoi, Bernardo Nipoti, Igor Prünster
Dependent mixture models: Clustering and borrowing information. Comput. Stat. Data Anal. 71 (2014)
Antonio Lijoi, Igor Prünster
Discussion of "On simulation and properties of the stable law" by L. Devroye and L. James. Stat. Methods Appl. 23 (3) (2014)
Antonio Lijoi, Ramsés H. Mena, Igor Prünster
A Bayesian Nonparametric Approach for Comparing Clustering Structures in EST Libraries. J. Comput. Biol. 15 (10) (2008)
Antonio Lijoi, Ramsés H. Mena, Igor Prünster
A Bayesian nonparametric method for prediction in EST analysis. BMC Bioinform. 8 (2007)