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Efficiency and benchmarking with directional distances: a data-driven approach

Bibliographic reference Daraio, Cinzia ; Simar, Léopold. Efficiency and benchmarking with directional distances: a data-driven approach. In: The journal of the Operational Research Society, Vol. 67, p. 928-944 (2016)
Permanent URL http://hdl.handle.net/2078.1/171386
  1. Afriat S. N., Efficiency Estimation of Production Functions, 10.2307/2525845
  2. Aly Hassan Y., Grabowski Richard, Pasurka Carl, Rangan Nanda, Technical, Scale, and Allocative Efficiencies in U.S. Banking: An Empirical Investigation, 10.2307/2109710
  3. Anderson TW (2003). An Introduction to Multivariate Statistical Analysis. 3rd edn, John Wiley & Sons, Inc.: New Jersey.
  4. Banker R. D., Charnes A., Cooper W. W., Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis, 10.1287/mnsc.30.9.1078
  5. Banker Rajiv D., Morey Richard C., Efficiency Analysis for Exogenously Fixed Inputs and Outputs, 10.1287/opre.34.4.513
  6. Bogetoft Peter, 10.1023/a:1018985313272
  7. Chambers Robert G., Chung Yangho, Färe Rolf, Benefit and Distance Functions, 10.1006/jeth.1996.0096
  8. Chambers R. G., Chung Y., Färe R., Profit, Directional Distance Functions, and Nerlovian Efficiency, 10.1023/a:1022637501082
  9. Charnes A., Cooper W.W., Rhodes E., Measuring the efficiency of decision making units, 10.1016/0377-2217(78)90138-8
  10. Charnes A., Cooper W. W., Rhodes E., Evaluating Program and Managerial Efficiency: An Application of Data Envelopment Analysis to Program Follow Through, 10.1287/mnsc.27.6.668
  11. Cooper WW, Seiford LM and Tone K (2007). Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software. Springer Science and Business Media: New York.
  12. Daraio C and Simar L (2007). Advanced Robust and Nonparametric Methods in Efficiency Analysis. Methodology and Applications. Springer: New York.
  13. Daraio Cinzia, Simar Léopold, Directional distances and their robust versions: Computational and testing issues, 10.1016/j.ejor.2014.01.064
  14. Debreu Gerard, The Coefficient of Resource Utilization, 10.2307/1906814
  15. Deprins D, Simar L and Tulkens H (1984). Measuring labor inefficiency in post offices. In: Marchand M, Pestieau P and Tulkens H (eds). The Performance of Public Enterprises: Concepts and Measurements. North-Holland: Amsterdam, pp 243–267.
  16. DI MARZIO MARCO, PANZERA AGNESE, TAYLOR CHARLES C., Non-parametric Regression for Circular Responses : Non-parametric circular regression, 10.1111/j.1467-9469.2012.00809.x
  17. Dyson Robert G., Strategic development and SWOT analysis at the University of Warwick, 10.1016/s0377-2217(03)00062-6
  18. Emrouznejad Ali, Parker Barnett R., Tavares Gabriel, Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years of scholarly literature in DEA, 10.1016/j.seps.2007.07.002
  19. Farrell M. J., The Measurement of Productive Efficiency, 10.2307/2343100
  20. Färe Rolf, Grosskopf Shawna, 10.1023/a:1007844628920
  21. Färe Rolf, Grosskopf Shawna, Margaritis Dimitri, Efficiency and Productivity: Malmquist and More, The Measurement of Productive Efficiency and Productivity Change (2008) ISBN:9780195183528 p.522-622, 10.1093/acprof:oso/9780195183528.003.0005
  22. Färe R., Grosskopf S., Whittaker G., Directional output distance functions: endogenous directions based on exogenous normalization constraints, 10.1007/s11123-012-0333-8
  23. Fisher N. I., Lee A. J., Regression Models for an Angular Response, 10.2307/2532334
  24. Gould A. Lawrence, A Regression Technique for Angular Variates, 10.2307/2528567
  25. Hall Peter, Li Qi, Racine Jeffrey S., Nonparametric Estimation of Regression Functions in the Presence of Irrelevant Regressors, 10.1162/rest.89.4.784
  26. Kerstens K, Mounir A, Van de Woestyne I, Benchmarking mean-variance portfolios using a shortage function: the choice of direction vector affects rankings!, 10.1057/jors.2011.140
  27. Kneip A, Simar L and Wilson PW (2013). Testing hypothesis in nonparametric models of production. Discussion paper 2013/48, Institut de Statistique, UCL.
  28. Koopmans TC (ed). (1951). An analysis of production as an efficient combination of activities. In: Activity Analysis of Production and Allocation. Cowles Commision for Research in Economics, Monograph 13, John-Wiley: New-York.
  29. Korhonen Pekka, Tainio Risto, Wallenius Jyrki, Value efficiency analysis of academic research, 10.1016/s0377-2217(00)00050-3
  30. Lee Chia-Yen, Meta-data envelopment analysis: Finding a direction towards marginal profit maximization, 10.1016/j.ejor.2014.01.026
  31. Li Q and Racine JS (2007). Nonparametric Econometrics. Princeton University Press: Princeton, Cambridge.
  32. Luenberger David G., Benefit functions and duality, 10.1016/0304-4068(92)90035-6
  33. Pagan Adrian, Ullah Aman, Nonparametric Econometrics, ISBN:9780511612503, 10.1017/cbo9780511612503
  34. Peyrache Antonio, Daraio Cinzia, Empirical tools to assess the sensitivity of directional distance functions to direction selection, 10.1080/00036846.2010.526582
  35. Presnell Brett, Morrison Scott P., Littell Ramon C., Projected Multivariate Linear Models for Directional Data, 10.1080/01621459.1998.10473768
  36. Reder M. W., An Alternative Interpretation of the Cobb-Douglas Function, 10.2307/1905678
  37. Shephard RW (1970). Theory of Cost and Production Function. Princeton University Press: Princeton, NJ.
  38. Simar Léopold, 10.1023/a:1027308001925
  39. Simar Léopold, Wilson Paul W., Estimation and inference in two-stage, semi-parametric models of production processes, 10.1016/j.jeconom.2005.07.009
  40. Simar Léopold, Vanhems Anne, Probabilistic characterization of directional distances and their robust versions, 10.1016/j.jeconom.2011.10.002
  41. Simar Léopold, Vanhems Anne, Wilson Paul W., Statistical inference for DEA estimators of directional distances, 10.1016/j.ejor.2012.02.030
  42. Simar Léopold, Wilson Paul W., Inference by the m out of n bootstrap in nonparametric frontier models, 10.1007/s11123-010-0200-4
  43. Simar Léopold, Wilson Paul W., Statistical Approaches for Non-parametric Frontier Models: A Guided Tour : Non-parametric Frontier Models, 10.1111/insr.12056
  44. Thanassoulis Emmanuel, Portela Maria C. S., Despić Ozren, Data Envelopment Analysis: The Mathematical Programming Approach to Efficiency Analysis, The Measurement of Productive Efficiency and Productivity Change (2008) ISBN:9780195183528 p.251-420, 10.1093/acprof:oso/9780195183528.003.0003
  45. Wilson PW (1993). Detecting outliers in deterministic nonparametric frontier models with multiple outputs. Journal of Business and Economic Statistics 11 (3): 319–323.
  46. Zofio Jose L., Pastor Jesus T., Aparicio Juan, The directional profit efficiency measure: on why profit inefficiency is either technical or allocative, 10.1007/s11123-012-0292-0