[Forum SIS] Seminario DE IORIO

[Matteo Ruggiero]

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STATISTICS SEMINARS @ COLLEGIO CARLO ALBERTO
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Venerdi 17 Marzo 2017 alle ore 12:00, presso l’Aula Rossa del Collegio Carlo Alberto, Moncalieri (TO), si terra' il seguente seminario:


Maria DE IORIO (University College London)

DEPENDENT GENERALISED DIRICHLET PROCESS PRIORS

We propose a novel Bayesian nonparametric process prior for modelling a collections of random discrete distributions. This process is defined by combining a Generalised Dirichlet Process with a suitable Beta regression framework that introduces dependence among the discrete random distributions. This strategy allows for covariate dependent clustering of the observations. Some advantages of the proposed approach include wide applicability, ease of interpretation and efficient MCMC algorithms. The methodology is illustrated through two real data applications involving acute lymphoblastic leukaemia and London primary schools quality evaluations.


Tutti gli interessati sono invitati a partecipare.

Il seminario e' organizzato dalla "de Castro" Statistics Initiative (http://www.carloalberto.org/stats <http://www.carloalberto.org/stats>) in collaborazione con il Collegio Carlo Alberto.

Cordiali saluti, 
Matteo Ruggiero

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Matteo Ruggiero
University of Torino and Collegio Carlo Alberto
www.matteoruggiero.it



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