[Forum SIS] Seminario LAVANCIER

[Matteo Ruggiero]

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STATISTICS SEMINARS @ COLLEGIO CARLO ALBERTO
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Veberdi 2 Ottobre 2015 alle ore 12:00, 
presso l’Aula Rossa del Collegio Carlo Alberto, 
Moncalieri (TO), si terra' il seguente seminario:


Frederic LAVANCIER (Université de Nantes)

DETERMINANTAL POINT PROCESS MODELS AND STATISTICAL INFERENCE


Abstract:
In this talk, I will demonstrate that Determinantal point processes (DPPs) provide useful models for the description of repulsive spatial point processes. Such data are usually modeled by Gibbs point processes, where the likelihood and moment expressions are intractable and simulations are time consuming. I will recall the definition of a DPP and review some of these appealing properties which make DPP models well suited for statistical analysis. In particular the ’most repulsive’ DPP will be characterized. Parametric models of DPPs will be introduced, where the likelihood and moment expressions can be easily evaluated and realizations can be quickly simulated. Some illustrations on real datasets will be presented.

This work has been carried out in collaboration with Jesper Møller and Ege Rubak, Aalborg University. The study of the repulsiveness of DPPs is part of a joint work with Christophe Biscio, University of Nantes.


Tutti gli interessati sono invitati a partecipare.

Il seminario e' organizzato dalla "de Castro" Statistics Initiative
(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