RANKING THE AIRPORTS IN TURKEY WITH DATA ENVELOPMENT ANALYSIS AND CANONICAL CORRELATION ANALYSIS

Authors : Hasan BAL, Esra ÖZTÜRK

Pages : 237-245

View : 9 | Download : 8

Publication Date : 2017-06-19

Article Type : Other Papers

Abstract :In this study , Canonical correlation analysis insert ignore into journalissuearticles values(CCA);  and Data envelopment analysis insert ignore into journalissuearticles values(DEA);  techniques are used.  Canonical correlation analysis insert ignore into journalissuearticles values(CCA); is a multivariate statistical technique that can be used to determine the relationship between two multiple variable sets. Data envelopment analysis insert ignore into journalissuearticles values(DEA); is a linear programming insert ignore into journalissuearticles values(LP); technique for measuring the relative efficiency of peer decision making unitsinsert ignore into journalissuearticles values(DMUs); when multiple inputs and outputs are present. A beneficial method for model selection is proposed in this study. Efficiencies are calculated for all possible DEA model specifications. It is shown that model equivalence or dissimilarity can be easily assessed using this approach. The results are analysed using Canonical correlation analysis insert ignore into journalissuearticles values(CCA);.
Keywords : Canonical Correlation Analysis, Data Envelopment Analysis, Efficiency Evaluation