Utilizing Robust Data Envelopment Analysis Model for Measuring Efficiency of Stock, A case study: Tehran Stock Exchange

Uncertainty is a prominent feature of real world problems and more especially financial markets; with this in mind, dealing with uncertainty becomes a necessary part of performance evaluation by means of data envelopment analysis. This paper presents three robust data envelopment analysis (DEA) models and their application for performance evaluation in Tehran Stock Exchange (TSE). Based on the results, the evaluated performance of stocks and the number of efficient stocks is decreased in all three models by increasing the level of uncertainty.

[1]  Melvyn Sim,et al.  The Price of Robustness , 2004, Oper. Res..

[2]  A. U.S.,et al.  Measuring the efficiency of decision making units , 2003 .

[3]  Boaz Golany,et al.  Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions , 1985 .

[4]  Arkadi Nemirovski,et al.  Robust solutions of Linear Programming problems contaminated with uncertain data , 2000, Math. Program..

[5]  A. Charnes,et al.  Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis , 1984 .

[6]  Seyed Jafar Sadjadi,et al.  Data envelopment analysis with uncertain data: An application for Iranian electricity distribution companies , 2008 .

[7]  Allen L. Soyster,et al.  Technical Note - Convex Programming with Set-Inclusive Constraints and Applications to Inexact Linear Programming , 1973, Oper. Res..

[8]  S. J. Sadjadi,et al.  A robust super-efficiency data envelopment analysis model for ranking of provincial gas companies in Iran , 2011, Expert Syst. Appl..

[9]  Seyed Jafar Sadjadi,et al.  A bootstrapped robust data envelopment analysis model for efficiency estimating of telecommunication companies in Iran , 2010 .

[10]  Chung-Cheng Lu Robust data envelopment analysis approaches for evaluating algorithmic performance , 2015, Comput. Ind. Eng..

[11]  Emad Roghanian,et al.  An empirical study of Iranian regional airports using robust data envelopment analysis , 2010 .

[12]  Allen M. Featherstone,et al.  Technical and Scale Efficiencies for Chinese Rural Credit Cooperatives: A Bootstrapping Approach in Data Envelopment Analysis , 2006 .

[13]  Abraham Charnes,et al.  Measuring the efficiency of decision making units , 1978 .