- Hacettepe Journal of Mathematics and Statistics
- Vol: 44 Issue: 3
- Using of fractional factorial design (r k−p ) in data envelopment analysis to selection of outputs a...
Using of fractional factorial design (r k−p ) in data envelopment analysis to selection of outputs and inputs
Authors : Hulya Bayrak, Oday Jarjies, Kubra Durukan
Pages : 679-687
View : 12 | Download : 4
Publication Date : 2015-06-01
Article Type : Research
Abstract :Data envelopment analysis (DEA) is a linear programming based technique for measuring the relative performance of organisational units where the presence of multiple inputs and outputs makes comparisons difficult. We used, Morita and Avkiran propose after it has been developed an input-output selection method that uses fractional factorial design, which is a statistical approach to find an optimal combination. Energy efficiency and greenhouse gas emissions are closely linked in the last two decades. We demonstrate the proposed method using data that increase energy efficiency and heating gas emissions in the European Union (EU) countries.Keywords : Data Envelopment Analysis (DEA), Decision-Making Unit (DMU), Fractional Factorial Design, Mahalanobis Fistance (MD)