메뉴 건너뛰기




Volumn 170, Issue 1, 2012, Pages 234-248

Maximum likelihood estimation of stochastic frontier models by the Fourier transform

Author keywords

Characteristic function; Fast Fourier transform; Generalized method of moments; Maximum likelihood; Moment generating function; Stochastic frontiers

Indexed keywords

ARBITRARY DEGREE; ASYMPTOTIC EFFICIENCY; BETA DISTRIBUTIONS; CHARACTERISTIC FUNCTIONS; CLOSED FORM; COMMERCIAL BANK; ERROR COMPONENTS; ERROR TERMS; GAMMA DISTRIBUTION; GAMMA-DISTRIBUTED; GENERALIZED METHOD OF MOMENTS; LATENT CLASS MODEL; LIKELIHOOD FUNCTIONS; LOG-LIKELIHOOD FUNCTIONS; MOMENT GENERATING FUNCTION; NORMAL FORM; STOCHASTIC FRONTIER; STOCHASTIC FRONTIER MODELS;

EID: 84863990144     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jeconom.2012.04.001     Document Type: Article
Times cited : (41)

References (42)
  • 1
    • 49449120922 scopus 로고
    • Formulation and estimation of stochastic frontier production function models
    • D. Aigner, C.A.K. Lovell, and P. Schmidt Formulation and estimation of stochastic frontier production function models Journal of Econometrics 6 1977 21 37
    • (1977) Journal of Econometrics , vol.6 , pp. 21-37
    • Aigner, D.1    Lovell, C.A.K.2    Schmidt, P.3
  • 2
    • 44949289174 scopus 로고
    • Recent developments in the econometric estimation of frontiers
    • P.W. Bauer Recent developments in the econometric estimation of frontiers Journal of Econometrics 46 1990 39 56
    • (1990) Journal of Econometrics , vol.46 , pp. 39-56
    • Bauer, P.W.1
  • 3
    • 38249036458 scopus 로고
    • A tractable likelihood function for the normal-gamma stochastic frontier model
    • D. Beckers, and C. Hammond A tractable likelihood function for the normal-gamma stochastic frontier model Economics Letters 24 1987 33 38
    • (1987) Economics Letters , vol.24 , pp. 33-38
    • Beckers, D.1    Hammond, C.2
  • 4
    • 4344690765 scopus 로고    scopus 로고
    • Efficient GMM estimation using the empirical characteristic function
    • Department of Economics. University of Rochester
    • Carrasco, M.; Florens, J.; 2002. Efficient GMM estimation using the empirical characteristic function. Working Paper, Department of Economics. University of Rochester.
    • (2002) Working Paper
    • Carrasco, M.1    Florens, J.2
  • 5
    • 0025418849 scopus 로고
    • Fast Fourier transforms: A tutorial review
    • P. Duhamel, and M. Vetterli Fast Fourier transforms: a tutorial review Signal Processing 19 1990 259 299
    • (1990) Signal Processing , vol.19 , pp. 259-299
    • Duhamel, P.1    Vetterli, M.2
  • 6
    • 54749103398 scopus 로고
    • The behavior of stock prices
    • E. Fama The behavior of stock prices Journal of Business 47 1965 244 280
    • (1965) Journal of Business , vol.47 , pp. 244-280
    • Fama, E.1
  • 9
    • 0347220626 scopus 로고
    • On efficient inference in symmetric stable laws and processes
    • M. Csörgo, D.A. Dawson, J.N.K. Rao, A.K.Md. Saleh, North-Holland Amsterdam
    • A. Feuerverger, and P. McDunnough On efficient inference in symmetric stable laws and processes M. Csörgo, D.A. Dawson, J.N.K. Rao, A.K.Md. Saleh, Statistics and Related Topics 1981 North-Holland Amsterdam 109 122
    • (1981) Statistics and Related Topics , pp. 109-122
    • Feuerverger, A.1    McDunnough, P.2
  • 10
    • 0002054359 scopus 로고
    • The empirical characteristic function and its applications
    • A. Feuerverger, and R.A. Mureika The empirical characteristic function and its applications Annals of Statistics 5 1977 88 97
    • (1977) Annals of Statistics , vol.5 , pp. 88-97
    • Feuerverger, A.1    Mureika, R.A.2
  • 11
    • 0003094690 scopus 로고
    • The econometric approach to efficiency analysis
    • H.O. Fried, C.A.K. Lovell, S.S. Schmidt, Oxford University Press Oxford
    • W.H. Greene The econometric approach to efficiency analysis H.O. Fried, C.A.K. Lovell, S.S. Schmidt, The Measurement of Productive Efficiency: Techniques and Applications 1993 Oxford University Press Oxford 68 119
    • (1993) The Measurement of Productive Efficiency: Techniques and Applications , pp. 68-119
    • Greene, W.H.1
  • 12
    • 0003262158 scopus 로고    scopus 로고
    • Frontier production functions
    • M. Hashem Pesaran, Peter Schmidt, Blackwell Malden, Massachusetts
    • W.H. Greene Frontier production functions M. Hashem Pesaran, Peter Schmidt, Handbook of Applied Econometrics, Volume II: Microeconomics 1999 Blackwell Malden, Massachusetts 81 166
    • (1999) Handbook of Applied Econometrics, Volume II: Microeconomics , pp. 81-166
    • Greene, W.H.1
  • 13
    • 44949289681 scopus 로고
    • A gamma-distributed stochastic frontier model
    • W.H. Greene A gamma-distributed stochastic frontier model Journal of Econometrics 46 1990 141 164
    • (1990) Journal of Econometrics , vol.46 , pp. 141-164
    • Greene, W.H.1
  • 14
    • 0037239634 scopus 로고    scopus 로고
    • Simulated likelihood estimation of the normal-gamma stochastic frontier function
    • W.H. Greene Simulated likelihood estimation of the normal-gamma stochastic frontier function Journal of Productivity Analysis 19 2003 179 190
    • (2003) Journal of Productivity Analysis , vol.19 , pp. 179-190
    • Greene, W.H.1
  • 15
    • 6344286242 scopus 로고    scopus 로고
    • Alternative panel data estimators for stochastic frontier models
    • Department of Economics, Stern School of Business, New York University
    • Greene, W.H.; 2002. Alternative panel data estimators for stochastic frontier models. Working Paper. Department of Economics, Stern School of Business, New York University.
    • (2002) Working Paper
    • Greene, W.H.1
  • 16
    • 49049139741 scopus 로고
    • On the estimation of technical inefficiency in the stochastic frontier production function model
    • J. Jondrow, C.A.K. Lovell, I.S. Materov, and P. Schmidt On the estimation of technical inefficiency in the stochastic frontier production function model Journal of Econometrics 19 1982 233 238
    • (1982) Journal of Econometrics , vol.19 , pp. 233-238
    • Jondrow, J.1    Lovell, C.A.K.2    Materov, I.S.3    Schmidt, P.4
  • 17
    • 0036015418 scopus 로고    scopus 로고
    • Empirical characteristic function in time series estimation
    • DOI 10.1017/S026646660218306X
    • J.L. Knight, and J. Yu Empirical characteristic function in time series estimation Econometric Theory 18 2002 691 721 (Pubitemid 36399944)
    • (2002) Econometric Theory , vol.18 , Issue.3 , pp. 691-721
    • Knight, J.L.1    Yu, J.2
  • 18
    • 10244245064 scopus 로고    scopus 로고
    • Learning about heterogeneity in returns to schooling
    • DOI 10.1002/jae.744
    • G. Koop, and J.L. Tobias Learning about heterogeneity in returns to schooling Journal of Applied Econometrics 19 2004 827 849 (Pubitemid 39620925)
    • (2004) Journal of Applied Econometrics , vol.19 , Issue.7 , pp. 827-849
    • Koop, G.1    Tobias, J.L.2
  • 22
    • 33745815646 scopus 로고    scopus 로고
    • Estimation of stochastic frontier production functions with input-oriented technical efficiency
    • DOI 10.1016/j.jeconom.2005.03.010, PII S0304407605000849
    • S.C. Kumbhakar, and E.G. Tsionas Estimation of stochastic frontier production functions with input-oriented technical inefficiency Journal of Econometrics 133 2006 71 96 (Pubitemid 44037185)
    • (2006) Journal of Econometrics , vol.133 , Issue.1 , pp. 71-96
    • Kumbhakar, S.C.1    Tsionas, E.G.2
  • 23
    • 14844316012 scopus 로고    scopus 로고
    • Measuring technical and allocative inefficiency in the translog cost system: A Bayesian approach
    • DOI 10.1016/j.jeconom.2004.05.006, PII S0304407604001162, Current Developments on Productivity and Efficiency Measurement
    • S.C. Kumbhakar, and E.G. Tsionas Measuring technical and allocative inefficiency in the translog cost system: a Bayesian approach Journal of Econometrics 126 2005 355 384 (Pubitemid 40340052)
    • (2005) Journal of Econometrics , vol.126 , Issue.2 , pp. 355-384
    • Kumbhakar, S.C.1    Tsionas, E.G.2
  • 24
    • 24644458259 scopus 로고    scopus 로고
    • The joint measurement of technical and allocative inefficiencies: An application of bayesian inference in nonlinear random-effects models
    • DOI 10.1198/016214505000000150
    • S.C. Kumbhakar, and E.G. Tsionas The joint measurement of technical and allocative inefficiency: an application of Bayesian inference in nonlinear random effects models Journal of the American Statistical Association 100 471 2005 736 747 (Pubitemid 41276325)
    • (2005) Journal of the American Statistical Association , vol.100 , Issue.471 , pp. 736-747
    • Kumbhakar, S.C.1    Tsionas, E.G.2
  • 25
    • 0036670425 scopus 로고    scopus 로고
    • The effect of sulfur regulations on the U.S. electric power industry: A generalized cost approach
    • DOI 10.1016/S0140-9883(02)00011-7, PII S0140988302000117
    • M. Lee The effect of sulfur regulations on the US electric power industry: a generalized cost approach Energy Economics 24 2002 491 508 (Pubitemid 35029011)
    • (2002) Energy Economics , vol.24 , Issue.5 , pp. 491-508
    • Lee, M.1
  • 27
    • 0345947139 scopus 로고
    • Simulation of estimates using the empirical characteristic function
    • D.B. Madan, and E. Seneta Simulation of estimates using the empirical characteristic function International Statistical Review 55 1987 153 161
    • (1987) International Statistical Review , vol.55 , pp. 153-161
    • Madan, D.B.1    Seneta, E.2
  • 28
    • 0001504360 scopus 로고
    • The variation of certain speculative prices
    • B. Mandelbrot The variation of certain speculative prices Journal of Business 36 1963 394 419
    • (1963) Journal of Business , vol.36 , pp. 394-419
    • Mandelbrot, B.1
  • 29
    • 0001183404 scopus 로고
    • Efficiency estimation from Cobb-Douglas production functions with composed error
    • W. Meeusen, and J. van den Broeck Efficiency estimation from Cobb-Douglas production functions with composed error International Economic Review 8 1977 435 444
    • (1977) International Economic Review , vol.8 , pp. 435-444
    • Meeusen, W.1    Van Den Broeck, J.2
  • 30
    • 0033133786 scopus 로고    scopus 로고
    • Computing the probability density function of the stable Paretian distribution
    • DOI 10.1016/S0895-7177(99)00106-5, PII S0895717799001065
    • S. Mittnik, T. Doganoglu, and D. Chenyao Computing the probability density function of the stable Paretian density Mathematical and Computer Modelling 29 1999 235 240 (Pubitemid 29326317)
    • (1999) Mathematical and Computer Modelling , vol.29 , Issue.10-12 , pp. 235-240
    • Mittnik, S.1    Doganoglu, T.2    Chenyao, D.3
  • 31
    • 0016639675 scopus 로고
    • The estimation of the parameters of the stable laws
    • A.S. Paulson, E.W. Holcomb, and R.A. Leitch The estimation of the parameters of the stable laws Biometrika 62 1975 163 170
    • (1975) Biometrika , vol.62 , pp. 163-170
    • Paulson, A.S.1    Holcomb, E.W.2    Leitch, R.A.3
  • 32
    • 0000751944 scopus 로고
    • A two-tiered earnings frontier estimation of employer and employee information in the labor market
    • S.W. Polachek, and B.J. Yoon A two-tiered earnings frontier estimation of employer and employee information in the labor market Review of Economics and Statistics 69 1987 296 302
    • (1987) Review of Economics and Statistics , vol.69 , pp. 296-302
    • Polachek, S.W.1    Yoon, B.J.2
  • 34
    • 0001646356 scopus 로고
    • Estimation in univariate and multivariate stable distributions
    • S.J. Press Estimation in univariate and multivariate stable distributions Journal of the American Statistical Association 67 1972 842 846
    • (1972) Journal of the American Statistical Association , vol.67 , pp. 842-846
    • Press, S.J.1
  • 35
    • 0001479142 scopus 로고    scopus 로고
    • Pitfalls of Normal-Gamma Stochastic Frontier Models
    • C. Ritter, and L. Simar Pitfalls of normal-gamma stochastic frontiers and panel data Journal of Productivity Analysis 8 1997 167 182 (Pubitemid 127429726)
    • (1997) Journal of Productivity Analysis , vol.8 , Issue.2 , pp. 167-182
    • Ritter, C.1    Simar, L.2
  • 36
    • 49149143458 scopus 로고
    • Likelihood functions for generalized stochastic frontier estimation
    • R.E. Stevenson Likelihood functions for generalized stochastic frontier estimation Journal of Econometrics 13 1980 58 66
    • (1980) Journal of Econometrics , vol.13 , pp. 58-66
    • Stevenson, R.E.1
  • 37
    • 0001452454 scopus 로고    scopus 로고
    • Estimating mixtures of normal distributions via empirical characteristic function
    • K.C. Tran Estimating mixtures of normal distributions via empirical characteristic function Econometric Reviews 17 1998 167 183
    • (1998) Econometric Reviews , vol.17 , pp. 167-183
    • Tran, K.C.1
  • 38
    • 0035561816 scopus 로고    scopus 로고
    • Posterior analysis of stochastic frontier models with truncated normal errors
    • DOI 10.1007/s180-001-8330-0
    • E.G. Tsionas Posterior analysis of stochastic frontier models with truncated normal errors Computational Statistics 16 2001 559 575 (Pubitemid 33583888)
    • (2001) Computational Statistics , vol.16 , Issue.4 , pp. 559-575
    • Tsionas, E.G.1
  • 40
    • 0346940040 scopus 로고    scopus 로고
    • Monte Carlo inference in econometric models with symmetric stable disturbances
    • PII S0304407698000396
    • E.G. Tsionas Monte Carlo inference in econometric models with symmetric stable disturbances Journal of Econometrics 88 1999 365 401 (Pubitemid 128410613)
    • (1999) Journal of Econometrics , vol.88 , Issue.2 , pp. 365-401
    • Tsionas, E.G.1
  • 41
    • 0034396444 scopus 로고    scopus 로고
    • Full likelihood inference in normal-gamma stochastic frontier models
    • E.G. Tsionas Full likelihood inference in normal-gamma stochastic frontier models Journal of Productivity Analysis 13 2000 179 201
    • (2000) Journal of Productivity Analysis , vol.13 , pp. 179-201
    • Tsionas, E.G.1
  • 42
    • 3242710520 scopus 로고    scopus 로고
    • Empirical characteristic function estimation and its applications
    • DOI 10.1081/ETC-120039605
    • J. Yu Empirical characteristic function estimation and its applications Econometric Reviews 23 2004 93 123 (Pubitemid 38956316)
    • (2004) Econometric Reviews , vol.23 , Issue.2 , pp. 93-123
    • Yu, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.