Please use this identifier to cite or link to this item:
http://hdl.handle.net/10362/28026
Title: | Multicriteria analysis of football match performances |
Author: | Principe, Vitor Gavião, Luiz Octávio Henriques, Roberto Lobo, Victor Lima, Gilson Brito Alves Sant’anna, Annibal Parracho |
Keywords: | Football Match analysis Probabilistic composition of preferences Management Science and Operations Research |
Issue Date: | 1-May-2017 |
Abstract: | This article aims to analyze the technical performance of football teams in the FA Premier League during the 2015/2016 season. Data of twenty clubs over 38matches for each club are considered using 23 variables. These variables have been explored in the football literature and address different features of technical performance. The different configuration of the data for teams in detached segments motivated the multi-criteria approach, which enables identification of strong and weak sectors in each segment. The uncertainty as to the outcome of football matches and the imprecision of the measures indicated the use of Composition of Probabilistic Preferences (CPP) to model the problem. “R” software was used in the modeling and computation. The CPP global scores obtained were more consistent with the final classification than those of other methods. CPP scores revealed different performances of particular groups of variables indicating aspects to be improved and explored. |
Description: | Principe, V., Gavião, L. O., Henriques, R., Lobo, V., Lima, G. B. A., & Sant’anna, A. P. (2017). Multicriteria analysis of football match performances: Composition of probabilistic preferences applied to the English premier league 2015/2016. Pesquisa Operacional, 37(2), 333-363. https://doi.org/10.1590/0101-7438.2017.037.02.0333 |
Peer review: | yes |
URI: | http://www.scopus.com/inward/record.url?scp=85030776886&partnerID=8YFLogxK |
DOI: | https://doi.org/10.1590/0101-7438.2017.037.02.0333 |
ISSN: | 0101-7438 |
Appears in Collections: | NIMS: MagIC - Artigos em revista internacional com arbitragem científica (Peer-Review articles in international journals) |
Files in This Item:
File | Description | Size | Format | |
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RHenriques_VLobo_Multicriteria_2017.pdf | 463,79 kB | Adobe PDF | View/Open |
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