메뉴 건너뛰기




Volumn 108, Issue 1, 1998, Pages 140-148

Small-sample properties of ML, COLS, and DEA estimators of frontier models in the presence of heteroscedasticity

Author keywords

Data envelopment analysis; Regression; Stochastic frontier

Indexed keywords

LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; MATHEMATICAL PROGRAMMING; MEASUREMENT ERRORS; MONTE CARLO METHODS; PARAMETER ESTIMATION; RANDOM PROCESSES; REGRESSION ANALYSIS;

EID: 0032121895     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0377-2217(97)00101-x     Document Type: Article
Times cited : (22)

References (21)
  • 1
    • 0000651849 scopus 로고
    • On estimating the industry production function
    • Aigner, D., Chu, S.F., 1968. On estimating the industry production function. American Economic Review 58, 226-239.
    • (1968) American Economic Review , vol.58 , pp. 226-239
    • Aigner, D.1    Chu, S.F.2
  • 2
    • 49449120922 scopus 로고
    • Formulation and estimation of stochastic frontier production function models
    • Aigner, D., Knox Lovell, C.A., Schmidt, P., 1977. Formulation and estimation of stochastic frontier production function models. Journal of Econometrics 6, 21-37.
    • (1977) Journal of Econometrics , vol.6 , pp. 21-37
    • Aigner, D.1    Knox Lovell, C.A.2    Schmidt, P.3
  • 3
    • 0042012588 scopus 로고
    • A comparison of DEA and translog estimates of production functions using simulated data from a known technology
    • Dagramaci, A., Fare, R. (Eds.), Kluwer, Boston
    • Banker, R.D., Charnes, A., Cooper, W.W., Maindratta, A., 1988. A comparison of DEA and translog estimates of production functions using simulated data from a known technology. In: Dagramaci, A., Fare, R. (Eds.), Applications of Modern Productivity Theory: Efficiency and Productivity. Kluwer, Boston.
    • (1988) Applications of Modern Productivity Theory: Efficiency and Productivity
    • Charnes, A.1    Cooper, W.W.2    Maindratta, A.3
  • 4
    • 0027610414 scopus 로고
    • A monte carlo comparison of two production frontier estimation methods: Corrected ordinary least squares and data envelopment analysis
    • Banker, R.D., Gadh, V.M., Gorr, W.L., 1993. A Monte Carlo comparison of two production frontier estimation methods: Corrected ordinary least squares and data envelopment analysis. European Journal of Operational Research 67, 332-343.
    • (1993) European Journal of Operational Research , vol.67 , pp. 332-343
    • Banker, R.D.1    Gadh, V.M.2    Gorr, W.L.3
  • 5
    • 38249007453 scopus 로고
    • Biases in frontier estimation due to heteroscedasticity
    • Caudill, S.B., Ford, J.M., 1993. Biases in frontier estimation due to heteroscedasticity. Economics Letters 41, 17-20.
    • (1993) Economics Letters , vol.41 , pp. 17-20
    • Caudill, S.B.1    Ford, J.M.2
  • 6
    • 21844521956 scopus 로고
    • Frontier estimation and firm-specific inefficiency measures in the presence of heteroscedasticity
    • Caudill, S.B., Ford, J.M., Gropper, D.M., 1995. Frontier estimation and firm-specific inefficiency measures in the presence of heteroscedasticity. Journal of Business and Economic Statistics 13, 105-111.
    • (1995) Journal of Business and Economic Statistics , vol.13 , pp. 105-111
    • Caudill, S.B.1    Ford, J.M.2    Gropper, D.M.3
  • 7
    • 0001115844 scopus 로고
    • Estimators and hypothesis tests for a stochastic frontier function: A monte carlo analysis
    • Coelli, T., 1995. Estimators and hypothesis tests for a stochastic frontier function: A Monte Carlo analysis. The Journal of Productivity Analysis 6, 247-268.
    • (1995) The Journal of Productivity Analysis , vol.6 , pp. 247-268
    • Coelli, T.1
  • 8
    • 0001331370 scopus 로고
    • Finite sample evidence on the performance of stochastic frontier models using panel data
    • Gong, B., Sickles, R.C., 1989. Finite sample evidence on the performance of stochastic frontier models using panel data. Journal of Productivity Analysis 1, 229-261.
    • (1989) Journal of Productivity Analysis , vol.1 , pp. 229-261
    • Gong, B.1    Sickles, R.C.2
  • 9
    • 33746856043 scopus 로고
    • Finite sample evidence on the performance on the performance of stochastic frontiers and data envelopment analysis using panel data
    • Gong, B., Sickles, R.C., 1992. Finite sample evidence on the performance on the performance of stochastic frontiers and data envelopment analysis using panel data. Journal of Econometrics 51, 259-284.
    • (1992) Journal of Econometrics , vol.51 , pp. 259-284
    • Gong, B.1    Sickles, R.C.2
  • 12
    • 21344457879 scopus 로고    scopus 로고
    • Efficiency measurement with multiple outputs and multiple inputs
    • Kumbhakar, S.C., 1996. Efficiency measurement with multiple outputs and multiple inputs. The Journal of Productivity Analysis 7, 225-255.
    • (1996) The Journal of Productivity Analysis , vol.7 , pp. 225-255
    • Kumbhakar, S.C.1
  • 13
    • 0001183404 scopus 로고
    • Efficiency estimation from cobb-douglas productions with composed error
    • Meeusen, W., Van den Broeck, J., 1977. Efficiency estimation from Cobb-Douglas productions with composed error. International Economic Review 18, 435-444.
    • (1977) International Economic Review , vol.18 , pp. 435-444
    • Meeusen, W.1    Van Den Broeck, J.2
  • 14
    • 0002773430 scopus 로고
    • A monte carlo study of estimators of stochastic frontier production functions
    • Olsen, J., Schmidt, P., Waldman, D., 1980. A Monte Carlo study of estimators of stochastic frontier production functions. Journal of Econometrics 13, 67-82.
    • (1980) Journal of Econometrics , vol.13 , pp. 67-82
    • Olsen, J.1    Schmidt, P.2    Waldman, D.3
  • 16
    • 0000206970 scopus 로고
    • Systematic departures from the frontier: A framework for the analysis of firm inefficiency
    • Reifschneider, D., Stevenson, R., 1991. Systematic departures from the frontier: A framework for the analysis of firm inefficiency. International Economic Review 32, 715-723.
    • (1991) International Economic Review , vol.32 , pp. 715-723
    • Reifschneider, D.1    Stevenson, R.2
  • 17
    • 0001647090 scopus 로고
    • Estimating the efficiency of production
    • Richmond, J., 1974. Estimating the efficiency of production. International Economic Review 15, 515-521.
    • (1974) International Economic Review , vol.15 , pp. 515-521
    • Richmond, J.1
  • 18
    • 84905764120 scopus 로고
    • Frontier production functions
    • Schmidt, P., 1986. Frontier production functions. Econometric Reviews 4, 289-328.
    • (1986) Econometric Reviews , vol.4 , pp. 289-328
    • Schmidt, P.1
  • 19
    • 0000235649 scopus 로고
    • Using a probabilistic frontier to measure technical efficiency
    • Timmer, C.P., 1971. Using a probabilistic frontier to measure technical efficiency. Journal of Political Economy 79, 776-794.
    • (1971) Journal of Political Economy , vol.79 , pp. 776-794
    • Timmer, C.P.1
  • 20
    • 0001382332 scopus 로고
    • The sum of values from a normal and a truncated normal distribution
    • with some additional material 469-470.
    • Weinstein, M.A., 1964. The sum of values from a normal and a truncated normal distribution. Technometrics 6, 104-105 (with some additional material 469-470).
    • (1964) Technometrics , vol.6 , pp. 104-105
    • Weinstein, M.A.1
  • 21
    • 0001414219 scopus 로고
    • The measurement of efficiency in life insurance: Estimates of a mixed normal-gamma error model
    • Yuengert, A.W., 1993. The measurement of efficiency in life insurance: Estimates of a mixed normal-gamma error model Journal of Banking and Finance 17, 483-496.
    • (1993) Journal of Banking and Finance , vol.17 , pp. 483-496
    • Yuengert, A.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.