Rajiv D. Banker
Merves Chair in Accounting and Information Technology
210C Speakman Hall
Fox School of Business and Management
Temple University
Phone: 215.204.2029
E-mail: banker@temple.edu
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Research Papers: Data Envelopment Analysis (DEA)
- "Evaluating Contextual Variables Affecting Productivity Using Data Envelopment Analysis." with R. Natarajan, Operations Research, 56, (January-February 2008), pp. 48-58.
- "Estimating DEA Technical and Allocative Inefficiency Using Aggregate Cost or Revenue Data." with H. Chang and R. Natarajan, Journal of Productivity Analysis, 27,2, (April 2007), pp.115-272.
- "The Super-Efficiency Procedure for Outlier Identification, not for Ranking Efficient Units." with H. Chang, European Journal of Operational Research, 175, 2, (December 2006), pp. 1311-1321.
- “IFORS Operational Research Hall of FameWilliam W. Cooper,” International Transactions in Operational Research.13, 4, (July 2006) pp.379-383.
- "Productivity Change, Technical Progress and Relative Efficiency Change in the Public Accounting Industry," with H. Chang and R. Natarajan, Management Science, 51, 2, (February 2005), pp. 291-304.
- “Statistical Tests Based on DEA Efficiency Scores,” with R. Natarajan, Chapter 11 in Handbook on Data Envelopment Analysis, W.W. Cooper, L. Seiford and J. Zhu (Eds.), Kluwer Academic Publishers, Norwell, MA, (2004), pp. 299-321.
- "The Balanced Scorecard: Judgmental Effects of Performance Measures Linked to Strategy," with H. Chang and M. Pizzini, Accounting Review,79,1, (January 2004), pp. 1-23.
- "Returns to Scale in Different DEA Models," with W.W. Cooper, L. Seiford, R. Thrall, J. Zhu, European Journal of Operations Research, 154, 2, (April 2004), 345-362.
- "Analysis of Trends in Technical and Allocative Efficiency: An Application to Texas Public School Districts," with S. Janakiraman and R. Natarajan. European Journal of Operations Research, 154, 2, (April 2004), 477-491.
- "A Simulation Study of DEA and Parametric Frontier Models in the Presence of Heteroscedasticity," with H. Chang and W.W. Cooper, European Journal of Operational Research, 153, 3, (March 2004), pp. 624-640.
- "Small Sample Properties of ML, COLS and DEA Estimators of Frontier Models in the Presence of Heteroscedasticity by A.J. Bojanic, S.B. Caudill and J.M. Ford: A Comment," with H. Chang and W.W.Cooper, European Journal of Operational Research, 136, 2, (January 2002).
- "Recent Methodological Advances in Data Envelopment Analysis: An Application to the U.S. Public Accounting Industry," with H. Chang, R. Cunningham and R. Natarajan, Data Envelopment Analysis in the Public and Private Service Sector, G. Westermann (Ed.), Harzer Wirtschafkswissenschaftliche Schriften, Deutscher University, Verlag, (1999), pp. 159-182.
- "Hypothesis Tests Using Data Envelopment Analysis," Journal of Productivity Analysis, (July 1996), pp. 139-160.
- "Simulation Studies of Efficiency and Returns to Scale and Misspecification with Nonlinear Functions in DEA," with H. Chang and W.W. Cooper, Annals of Operations Research, 66, 4, (August, 1996), pp. 231-253.
- "Estimating Production Frontier shifts: An Application of DEA to Technology Assessment," with R.C. Morey, Annals of Operations Research, (1996), pp.181-196.
- "A Note on Returns to Scale in DEA," with I. Bardhan and W.W. Cooper, European Journal of Operational Research, 88, 3, (February 1996), pp. 583-585.
- "A Simulation Study of Hypothesis Tests for Relative Efficiencies," with H. Chang, International Journal of Production Economics, 39, 1-2, (April 1995), pp. 37-54.
- "Validation and Generalization of DEA and Its Uses," with W.W. Cooper, T.O.P. Spanish Journal of Statistics and Operational Research, (1995).
- "Simulation Studies of Efficiency and Returns to Scale with Nonlinear Functions in DEA," with H. Chang and W.W. Cooper, Annals of Operations Research, (1995).
- "Evaluating the Impacts of Operating Strategies on Efficiency in the U.S. Airline Industry," with H. Johnston, Chapter 6 in Data Envelopment Analysis: Theory, Methodology and Applications, A. Charnes, W.W. Cooper, A. Lewin and L. Seiford (Eds.), Kluwer Academic Publishers, (1995).
- "Maximum Likelihood, Consistency and Data Envelopment Analysis: A Statistical Foundation," Management Science, 39, 10, (October 1993), pp. 1265-1273.
- "A Monte Carlo Comparison of Production Frontier Estimation Methods," with V. Gadh and W. Gorr, European Journal of Operational Research, 37, 3, (June 1993), pp. 332-343.
- "Maximum Likelihood Estimation of Monotone Increasing and Concave Production Frontiers," with A. Maindiratta, Journal of Productivity Analysis, (December 1992), pp. 401-416.
- "Estimation of Returns to Scale using Data Envelopment Analysis," with R. Thrall, European Journal of Operational Research, 62, 1, (October 1992), pp. 74-84.
- "Constrained Game Formulations and Interpretations for Data Envelopment Analysis," with A. Charnes, R. Clarke, and W.W. Cooper, European Journal of Operational Research, 40, 3, (June 1989), pp. 299-308.
- "An Introduction to Data Envelopment Analysis with Some of its Models and Their Uses," with A. Charnes, W.W. Cooper, J. Swarts and D. Thomas, Research in Governmental and Nonprofit Accounting, (1989), pp. 125-164.
- "Nonparametric Analysis of Technical and Allocative Efficiencies in Production," with A. Maindiratta, Econometrica, (November 1988), pp. 1315-1332.
- "Relevant Costs, Congestion and Stochasticity in Production Environments," with S. Datar and S. Kekre, Journal of Accounting and Economics, 10, 3, (Fall 1988), pp. 171-198.
- "A Comparison of DEA and Translog Estimates of Production Functions Using Simulated Data from a Known Technology," with A. Charnes, W.W. Cooper and A. Maindiratta, in Applications of Modern Production Theory: Efficiency and Productivity, A. Dogramaci and R. Fare (Eds.), Kluwer Academic Publishers, Boston, MA, (1987), pp. 33-58.
- "The Use of Variables in Categorical Data Envelopment Analysis," with R. Morey, Management Science, 32, 12, (December 1986), pp. 1613-1627.
- "Efficiency Analysis for Exogenously Fixed Inputs and Outputs," with R. Morey, Operations Research, 34, 4, (July/August 1986), pp. 513-521.
- "A Comparative Application of Data Envelopment Analysis and Translog Methods: An Illustrative Study of Hospital Production," with R.F. Conrad and R.P. Strauss, Management Science, 32, 1, (January 1986), pp. 30-44.
- "Piecewise Loglinear Estimation of Efficient Production Surfaces," with A. Maindiratta, Management Science, 32, 1, (January 1986), pp. 126-135.
- "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," with A. Charnes and W.W. Cooper, Management Science, 30, 9, (September 1984), pp. 1078-1092.
- "Estimating Most Productive Scale Size Using Data Envelopment Analysis," European Journal of Operational Research, 17, 1, (July 1984), pp. 35-44.
- "A Bi-Extremal Principle for Frontier Estimation and Efficiency Evaluation," with A. Charnes, W.W. Cooper and A.P. Schinnar, Management Science, 27, 12, (December 1981), pp. 1370-1382.
- "A Game Theoretic Approach to Measuring Efficiency," European Journal of Operational Research, (October 1980), pp. 262-266.
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