In this paper we develop the idea introduced by Lipovetski and Conklin in 2002 of considering a pairwise comparison matrix (PCM) as a contingency table. Instead of focusing on outliers detection, we use the Chi-square value as an index to evaluate the deviation of a pairwise comparison matrix from consistency. We verify by means of numerical simulations that our new index satisfies a set of five properties recently introduced in order to characterize an inconsistency index. Therefore, we argue that our Chi-square based index can be considered as a suitable index for evaluating the inconsistency of a PCM.
A Chi – Square based approach to consistency evaluation of multiplicative preference relations / Fedrizzi, Michele; Fabio, Ferrari. - STAMPA. - (2014), pp. 1-4. (Intervento presentato al convegno ISAHP 2014 tenutosi a Washington, DC nel 29/6/2014 - 02/07/2014).
A Chi – Square based approach to consistency evaluation of multiplicative preference relations
Fedrizzi, Michele;
2014-01-01
Abstract
In this paper we develop the idea introduced by Lipovetski and Conklin in 2002 of considering a pairwise comparison matrix (PCM) as a contingency table. Instead of focusing on outliers detection, we use the Chi-square value as an index to evaluate the deviation of a pairwise comparison matrix from consistency. We verify by means of numerical simulations that our new index satisfies a set of five properties recently introduced in order to characterize an inconsistency index. Therefore, we argue that our Chi-square based index can be considered as a suitable index for evaluating the inconsistency of a PCM.File | Dimensione | Formato | |
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