NONPARAMETRIC STATISTICS IN MULTICRITERIA ANALYSIS

Citation
A. Scarelli et L. Venzi, NONPARAMETRIC STATISTICS IN MULTICRITERIA ANALYSIS, Theory and decision, 43(1), 1997, pp. 89-105
Citations number
16
Categorie Soggetti
Social Sciences, Mathematical Methods
Journal title
ISSN journal
00405833
Volume
43
Issue
1
Year of publication
1997
Pages
89 - 105
Database
ISI
SICI code
0040-5833(1997)43:1<89:NSIMA>2.0.ZU;2-8
Abstract
The paper deals with a method of hierarchization of alternatives in a multicriteria environment by means of statistical nonparametric proced ures. For each criterion, alternatives are disposed on an ordinal scal e. After that a procedure similar to ANOVA is activated on the data. T he differences relating to the average ranks of each action are used t o build the hierarchical algorithm. The concept of outranking, in a pr obabilistic meaning, is reached in this way. Thereafter, we arrive at the concept of dominance using pairwise comparisons. A case study is p resented which implements the methodological suggestion.