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Igor Prünster

University of Turin
Collegio Carlo Alberto
Bocconi University

124

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2709

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Inner spike and slab Bayesian nonparametric models

2021 arXiv: Statistics Theory
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Transport Distances on Random Vectors of Measures: Recent Advances in Bayesian Nonparametrics

2021
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BNPdensity: Bayesian nonparametric mixture modeling in R

2021 Australian & New Zealand Journal of Statistics
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Asymptotic behavior of the number of distinct values in a sample from the geometric stick-breaking process

2021 Annals of the Institute of Statistical Mathematics
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Sampling hierarchies of discrete random structures

2020 Statistics and Computing
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Bayesian Nonparametric Prediction with Multi-sample Data

2020
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Approximation of Bayesian models for time-to-event data

2020 Electronic Journal of Statistics
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Ferguson-Klass Type Algorithm for Posterior Normalized Random Measures [R package BNPdensity version 2020.3.4]

2020
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Stochastic Approximations to the Pitman–Yor Process

2019 Bayesian Analysis
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Bayesian model comparison based on Wasserstein distances

2019
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