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.
2014
Proceedings of the International Symposium on the Analytic Hierarchy Process
Pittsburgh, PA, USA
Creative Decision Foundation
9781888603309
Fedrizzi, Michele; Fabio, Ferrari
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).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/100842
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