Marginal modeling of multilateral relational events

Stefano Peluso, Francesco Bartolucci, Antonietta Mira

Risultato della ricerca: Contributo in libroContributo a convegno

Abstract

AbstractWe implement the methodology of marginal modeling of relational events involving groups of actors, as developed in Bartolucci, Peluso and Mira (2017). Current relational data analyses suffer from the representation of an event through edge variables, with potential loss of information when the events generate a set of multiple relations rather than bilateral connections or ties. To fully exploit the informational content of relational events, we model an event as a binary vector of response variables representing actors participating to the event. Univariate and bivariate distributions of the events are modeled through marginal parameters having a clear social interpretation.
Lingua originaleEnglish
Titolo della pubblicazione ospiteProceedings of the 49th Intermediate Meeting of the Italian Statistical Society
Pagine1-6
Numero di pagine6
Stato di pubblicazionePubblicato - 2017
EventoQuarantanovesimo meeting intermedio della Società Italiana di Statistica - Firenze -- ITA
Durata: 28 giu 201730 giu 2018

Convegno

ConvegnoQuarantanovesimo meeting intermedio della Società Italiana di Statistica
CittàFirenze -- ITA
Periodo28/6/1730/6/18

Keywords

  • marginal models
  • multilateral events

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