We deal with the statistical matching problem and in particular we study the problem related to the managing of inconsistencies. In fact, when logical relations among the variables are present incoherence can arise in the probability evaluations. The aim of this paper is to remove such incoherences by using different methods. Specific precise distances minimization or least committal imprecise probability extensions are adopted. We compare these methods using a practical example that brings to light the peculiarities of the statistical matching problem.
Incoherence correction strategies in statistical matching / A., Capotorti; Vantaggi, Barbara. - STAMPA. - (2011), pp. 109-118. (Intervento presentato al convegno 7th International Symposium on Imprecise Probability: Theories and Applications, ISIPTA 2011 tenutosi a Innsbruck; Austria nel 25 July 2011 through 28 July 2011).
Incoherence correction strategies in statistical matching
VANTAGGI, Barbara
2011
Abstract
We deal with the statistical matching problem and in particular we study the problem related to the managing of inconsistencies. In fact, when logical relations among the variables are present incoherence can arise in the probability evaluations. The aim of this paper is to remove such incoherences by using different methods. Specific precise distances minimization or least committal imprecise probability extensions are adopted. We compare these methods using a practical example that brings to light the peculiarities of the statistical matching problem.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
