메뉴 건너뛰기




Volumn 199, Issue 1, 2009, Pages 303-310

How to generate regularly behaved production data? A Monte Carlo experimentation on DEA scale efficiency measurement

Author keywords

DEA; Monte Carlo experiments; Parametric distance function; Scale efficiency; Technical efficiency

Indexed keywords

DEA; MONTE CARLO EXPERIMENTS; PARAMETRIC DISTANCE FUNCTION; SCALE EFFICIENCY; TECHNICAL EFFICIENCY;

EID: 67349252037     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ejor.2008.11.013     Document Type: Article
Times cited : (38)

References (30)
  • 1
    • 49449120922 scopus 로고
    • Formulation and estimation of stochastic production function models
    • Aigner D.J., Lovell C.A.K., and Schmidt P. Formulation and estimation of stochastic production function models. Journal of Econometrics 6 (1977) 21-37
    • (1977) Journal of Econometrics , vol.6 , pp. 21-37
    • Aigner, D.J.1    Lovell, C.A.K.2    Schmidt, P.3
  • 2
    • 0035629205 scopus 로고    scopus 로고
    • Scale efficiency and productivity change
    • Balk B.M. Scale efficiency and productivity change. Journal of Productivity Analysis 15 (2001) 159-183
    • (2001) Journal of Productivity Analysis , vol.15 , pp. 159-183
    • Balk, B.M.1
  • 3
    • 0021497874 scopus 로고
    • Some models for estimating technical and scale inefficiencies in data envelopment analysis
    • Banker R.D., Charnes A., and Cooper W.W. Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science 30 (1984) 1078-1092
    • (1984) Management Science , vol.30 , pp. 1078-1092
    • Banker, R.D.1    Charnes, A.2    Cooper, W.W.3
  • 4
    • 0042012588 scopus 로고
    • A comparison of data envelopment analysis and translog estimates of production frontiers using simulated observations from a known technology
    • Dogramaci A., and Fare R. (Eds), Kluwer Academic Publishers, Boston
    • Banker R., Charnes A., Cooper W., and Maindiratta A. A comparison of data envelopment analysis and translog estimates of production frontiers using simulated observations from a known technology. In: Dogramaci A., and Fare R. (Eds). Applications in Modern Production Theory Inefficiency and Productivity (1987), Kluwer Academic Publishers, Boston 33-55
    • (1987) Applications in Modern Production Theory Inefficiency and Productivity , pp. 33-55
    • Banker, R.1    Charnes, A.2    Cooper, W.3    Maindiratta, A.4
  • 5
    • 0027610414 scopus 로고
    • A Monte Carlo comparison of two production frontier estimation methods: corrected ordinary least squares and data envelopment analysis
    • Banker R., Gadh V., and Gorr W. A Monte Carlo comparison of two production frontier estimation methods: corrected ordinary least squares and data envelopment analysis. European Journal of Operational Research 67 (1993) 332-343
    • (1993) European Journal of Operational Research , vol.67 , pp. 332-343
    • Banker, R.1    Gadh, V.2    Gorr, W.3
  • 6
    • 0032365393 scopus 로고    scopus 로고
    • A simulation study of joint uses of data envelopment analysis and statistical regressions for production function estimation and efficiency evaluation
    • Bardham I.R., Cooper W.W., and Kumbhakar S.C. A simulation study of joint uses of data envelopment analysis and statistical regressions for production function estimation and efficiency evaluation. Journal of Productivity Analysis 9 (1998) 249-278
    • (1998) Journal of Productivity Analysis , vol.9 , pp. 249-278
    • Bardham, I.R.1    Cooper, W.W.2    Kumbhakar, S.C.3
  • 7
    • 45549120385 scopus 로고
    • Prediction of firm-level technical efficiencies with a generalised frontier production function and panel data
    • Battese G.E., and Coelli T.J. Prediction of firm-level technical efficiencies with a generalised frontier production function and panel data. Journal of Econometrics 38 (1988) 387-399
    • (1988) Journal of Econometrics , vol.38 , pp. 387-399
    • Battese, G.E.1    Coelli, T.J.2
  • 8
    • 34250140276 scopus 로고
    • Data envelopment analysis and regression approaches to efficiency estimation and evaluation
    • Bowlin W., Charnes A., Cooper W., and Sherman H. Data envelopment analysis and regression approaches to efficiency estimation and evaluation. Annals of Operational Research 2 (1985) 113-138
    • (1985) Annals of Operational Research , vol.2 , pp. 113-138
    • Bowlin, W.1    Charnes, A.2    Cooper, W.3    Sherman, H.4
  • 10
    • 0032657059 scopus 로고    scopus 로고
    • A comparison of parametric and non-parametric distance functions: with application to European railways
    • Coelli T., and Perelman S. A comparison of parametric and non-parametric distance functions: with application to European railways. European Journal of Operational Research 117 (1999) 326-339
    • (1999) European Journal of Operational Research , vol.117 , pp. 326-339
    • Coelli, T.1    Perelman, S.2
  • 11
    • 0033721548 scopus 로고    scopus 로고
    • Technical efficiency of European railways: A distance function approach
    • Coelli T., and Perelman S. Technical efficiency of European railways: A distance function approach. Applied Economics 32 (2000) 1967-1976
    • (2000) Applied Economics , vol.32 , pp. 1967-1976
    • Coelli, T.1    Perelman, S.2
  • 12
    • 23944445768 scopus 로고    scopus 로고
    • Hyperbolic efficiency and parametric distance functions: With application to Spanish savings banks
    • Cuesta R.A., and Zofío J.L. Hyperbolic efficiency and parametric distance functions: With application to Spanish savings banks. Journal of Productivity Analysis 24 (2005) 31-45
    • (2005) Journal of Productivity Analysis , vol.24 , pp. 31-45
    • Cuesta, R.A.1    Zofío, J.L.2
  • 14
    • 14844321936 scopus 로고    scopus 로고
    • Characteristics of polluting technology: Theory and practice
    • Färe R., Grosskopf S., Noh D.W., and Weber W. Characteristics of polluting technology: Theory and practice. Journal of Econometrics 126 (2005) 469-492
    • (2005) Journal of Econometrics , vol.126 , pp. 469-492
    • Färe, R.1    Grosskopf, S.2    Noh, D.W.3    Weber, W.4
  • 15
    • 33746856043 scopus 로고
    • Finite sample evidence on the performance of stochastic frontiers and data envelopment analysis using panel data
    • Gong B.H., and Sickles R. Finite sample evidence on the performance of stochastic frontiers and data envelopment analysis using panel data. Journal of Econometrics 51 (1992) 259-284
    • (1992) Journal of Econometrics , vol.51 , pp. 259-284
    • Gong, B.H.1    Sickles, R.2
  • 16
    • 0037116762 scopus 로고    scopus 로고
    • Impacts of random noise and specification on estimates of capacity derived from data envelopment analysis
    • Holland D.S., and Lee S.T. Impacts of random noise and specification on estimates of capacity derived from data envelopment analysis. European Journal of Operational Research 137 (2002) 10-21
    • (2002) European Journal of Operational Research , vol.137 , pp. 10-21
    • Holland, D.S.1    Lee, S.T.2
  • 17
    • 0003364572 scopus 로고
    • Testing and imposing monotonicity, convexity and quasi-convexity constraints
    • Fuss M., and McFadden D. (Eds), North Holland, Amsterdam
    • Lau L.J. Testing and imposing monotonicity, convexity and quasi-convexity constraints. In: Fuss M., and McFadden D. (Eds). Production Economics: A Dual Approach to Theory and Applications (1978), North Holland, Amsterdam
    • (1978) Production Economics: A Dual Approach to Theory and Applications
    • Lau, L.J.1
  • 19
    • 0001183404 scopus 로고
    • Efficiency estimation from Cobb-Douglas production functions with composed error
    • Meeusen W., and van den Broeck J. Efficiency estimation from Cobb-Douglas production functions with composed error. International Economic Review 18 (1977) 435-444
    • (1977) International Economic Review , vol.18 , pp. 435-444
    • Meeusen, W.1    van den Broeck, J.2
  • 20
    • 26444473138 scopus 로고    scopus 로고
    • Evaluating alternative DEA models used to control for non-discretionary inputs
    • Muñiz M., Paradi J., Ruggiero J., and Yang Z. Evaluating alternative DEA models used to control for non-discretionary inputs. Computers and Operations Research 33 (2006) 1173-1183
    • (2006) Computers and Operations Research , vol.33 , pp. 1173-1183
    • Muñiz, M.1    Paradi, J.2    Ruggiero, J.3    Yang, Z.4
  • 21
    • 14844314460 scopus 로고    scopus 로고
    • A Bayesian approach to imposing curvature on distance functions
    • O'Donnell C.J., and Coelli T.J. A Bayesian approach to imposing curvature on distance functions. Journal of Econometrics 126 (2005) 493-523
    • (2005) Journal of Econometrics , vol.126 , pp. 493-523
    • O'Donnell, C.J.1    Coelli, T.J.2
  • 24
    • 0033444715 scopus 로고    scopus 로고
    • Measuring scale efficiency from a translog production function
    • Ray S.C. Measuring scale efficiency from a translog production function. Journal of Productivity Analysis 11 (1998) 183-194
    • (1998) Journal of Productivity Analysis , vol.11 , pp. 183-194
    • Ray, S.C.1
  • 25
    • 0032313203 scopus 로고    scopus 로고
    • Non-discretionary inputs in data envelopment analysis
    • Ruggiero J. Non-discretionary inputs in data envelopment analysis. European Journal of Operational Research. 111 (1998) 461-469
    • (1998) European Journal of Operational Research. , vol.111 , pp. 461-469
    • Ruggiero, J.1
  • 27
    • 62549087977 scopus 로고    scopus 로고
    • On the comparability of efficiency scores in nonparametric frontier models
    • Université Catholique de Louvain
    • Steinmann, L., Simar, L., 2003. On the comparability of efficiency scores in nonparametric frontier models. Discussion Paper 0318, Institut de Statistique, Université Catholique de Louvain.
    • (2003) Discussion Paper 0318, Institut de Statistique
    • Steinmann, L.1    Simar, L.2
  • 28
    • 84974868034 scopus 로고
    • A comparison of regression analysis and data envelopment analysis as alternative methods for assessing performance
    • Thanassoulis E. A comparison of regression analysis and data envelopment analysis as alternative methods for assessing performance. Journal of Operational Research Society 44 (1993) 1129-1145
    • (1993) Journal of Operational Research Society , vol.44 , pp. 1129-1145
    • Thanassoulis, E.1
  • 29
    • 0032023818 scopus 로고    scopus 로고
    • The effects of exogenous variables in efficiency measurement. A Monte Carlo study
    • Yu C. The effects of exogenous variables in efficiency measurement. A Monte Carlo study. European Journal of Operational Research 105 (1998) 569-580
    • (1998) European Journal of Operational Research , vol.105 , pp. 569-580
    • Yu, C.1
  • 30
    • 0032363353 scopus 로고    scopus 로고
    • The effect of sample size on the mean efficiency in DEA with an application to electricity distribution in Australia, Sweden and New Zealand
    • Zhang Y., and Bartels R. The effect of sample size on the mean efficiency in DEA with an application to electricity distribution in Australia, Sweden and New Zealand. Journal of Productivity Analysis 9 (1998) 187-204
    • (1998) Journal of Productivity Analysis , vol.9 , pp. 187-204
    • Zhang, Y.1    Bartels, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.