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Massa, M. Sofia - Chiogna, Monica (2009) Combinations of covariance selections for graphical modelling. [Working Paper] WORKING PAPER SERIES, 2/2009 . , PADOVA (Inedito)

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Abstract (inglese)

We explore the possibility of composing the results of a fixed number of Gaussian graphical model selections on some partially overlapping variables. This appears to be an useful approach in all the research areas where a large amount of data from different sources and types of experiments is available. Therefore the focus is in binding together information coming from heterogeneous studies to improve the understanding of a particular phenomenon of interest. The proposed approach relies on numerical results on artificial and real data.

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Tipo di EPrint:Working Paper
Anno di Pubblicazione:Febbraio 2009
Parole chiave (italiano / inglese):Gaussian graphical models, model selection, composition of graphical models.
Settori scientifico-disciplinari MIUR:Area 13 - Scienze economiche e statistiche > SECS-S/01 Statistica
Struttura di riferimento:Dipartimenti > Dipartimento di Scienze Statistiche
Codice ID:7143
Depositato il:15 Set 2014 13:25
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