Predicting technical effciency in stochastic production frontier models in the presence of misspecification: a Monte-Carlo analysis

References

• Aigner , D. , Lovell , C. A. K. and Schmidt , P. 1977 . Formulation and estimation of stochastic frotier production function models . Journal of Econometrics , 6 : 21 – 37 .
   Google Scholar
• Appelbaum , E. 1979 . On the choice of functional forms . International Economic Review , 20 : 449 – 458 .
   Web of Science ®Google Scholar
• Battese , G. E. and Broca , S. S. 1997 . Functional forms of stochastic frontier production functions and models lor technical inefficiency effects: a comparative study for wheat farmers in Pakistan . Journal of Productivity Analysis , 8 : 395 – 414 .
   Web of Science ®Google Scholar
• Battese , G. E. and Coelli , T. J. 1988 . Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data . Journal of Econometrics , 38 : 387 – 399 .
   Web of Science ®Google Scholar
• Battese , G. E. and Coelli , T. J. 1993 . A stochastic frontier production function incorporating a model for technical inefficiency effects , Armidale, , Australia : Department of Econometrics, University of New England . Working Paper
   Google Scholar
• Berndt , E. R. and amd Khaled , M. S. 1979 . Parametric productivity measurement and choice among flexible functional forms . Journal of Political Economy , 87 : 1220 – 1245 .
   Web of Science ®Google Scholar
• Caudill , S. B. , Ford , J. M. and Gropper , D. M. 1995 . Frontier estimation and firm-specific inefficiency measures in the presence of heteroscedasticity . Journal of Business & Economic Statistics , 13 : 105 – 111 .
   Web of Science ®Google Scholar
• Coelli , T. J. , Rao , R. and Battese , G. E. 1998 . An Introduction to Efficiency and Producitivity Analysis , Boston : Kluwer Academic Publishers .
   Google Scholar
• CoeIIi , T. J. 1995 . A Monte-Carlo analysis of the stochastic frontier production function . Journal of Productivity Analysis , 6 : 247 – 268 .
   Google Scholar
• Färe , R. and Lovcll , C. A. K. 1978 . Measuring the technical efficiency of production . Journal of Economic Theory , 15 : 597 – 616 .
   Google Scholar
• Giannakas , K. , Tran , K. C. and Tzouvelekas , V. 2000 . A Monte-Carlo analysis of technical efficiency predictors when the distribution of technical inefficiency effect is misspecified , Department of Economics, University of Saskatchewan . Working Paper
   Google Scholar
• Giannakas , K. , Tran , K. C. and Tzouvelekas , V. 2000b . Efficiency, technological change and output growth in Greek olive growing farms: a Box-Cox approach . Applied Economics , 32 : 909 – 917 .
   Web of Science ®Google Scholar
• Giannakas , K. , Tran , K. C. and Tzouvelekas , V. 2002 . On the choice of functional form in stochastic frontier modeling . Empirical Economics , forthcoming
   Google Scholar
• Gong , B. H. and Sickles , R. C. 1992 . Finite sample evidence on the performance of stochastic frontiers and data envelopment analysis using panel data . Journal of Econometrics , 51 : 259 – 284 .
   Web of Science ®Google Scholar
• Greene , W. H. 1990 . A gamma-distributed stochastic frontier model . Journal of Econometrics , 46 : 141 – 163 .
   Web of Science ®Google Scholar
• Greene , W. H. 1999 . “ Frontier production functions ” . In Handbook of Applied Econometrics , Edited by: Pesaran , M. H. and Schmidt , P. Blackwell Publishers .
   Google Scholar
• Hadri , K. 1999 . Estimation of a doubly heteroscedastic stochastic frontier cost function . Journal of Business & Economic Statistics , 17 : 359 – 363 .
   Web of Science ®Google Scholar
• Horrace , W. C. and Schmidt , P. 1996 . Confidence statements for efficiency estimates from stochastic frontier models . Journal of Productivity Analysis , 7 : 257 – 282 .
   Web of Science ®Google Scholar
• Jondrow , J. , Lovell , C. A. K. , Materov , I. S. and Schmidt , P. 1982 . On the estimation of technical inefficiency in the stochastic frontier production function model . Journal of Econometrics , 19 : 233 – 238 .
   Web of Science ®Google Scholar
• Kumbhakar , S. C. 1987 . The specification of technical and allocative inefficiency in stochastic production and profit frontiers . Journal of Econometrics , 34 : 335 – 348 .
   Web of Science ®Google Scholar
• Kumbhakur , S. C. and Lovell , C. A. K. 2000 . Stochastic Frontier Analysis , Cambridge : Cambridge University Press .
   Google Scholar
• Kumbhakar , S. C. and Lothgren , M. 1998 . A Monte-Carlo analysis of technical inefficiency predictors , Working paper Series in Economics and Finance, No. 229 Stockholm School of Economics .
   Google Scholar
• Kumbhakar , S. C. , Heshmati , A. and Hjlarmasson , L. 1997 . Temporal patterns of technical efficiency: results from competing Models . International Journal of Industrial Organization , 15 : 597 – 616 .
   Web of Science ®Google Scholar
• Löthgren , M. 1999 . A dynamic conditionally heteroscedastic stochastic frontier model , Working paper Series in Economics and Finance, No. 226 Stockholm School of Economics .
   Google Scholar
• Lee , L. F. 1983 . A test for distributional assumptions for the stochastic frontier functions . Journal of Econometrics , 22 : 245 – 267 .
   Web of Science ®Google Scholar
• Meeusen , W. and van den Broeck , J. 1977 . Efficiency estimation from Cobb-Douglas production functions with composed error . International Economic Review , 18 : 435 – 444 .
   Web of Science ®Google Scholar
• Olson , J. A. , Schmidt , P. and Waldman , D. M. 1980 . A Monte-Carlo study of estimators of stochastic frontier production functions . Journal of Econometrics , 13 : 67 – 82 .
   Web of Science ®Google Scholar
• Zhu , S. , Ellinger , P. N. and Shumway , C. R. 1995 . The choice of functional form and estimation of banking inefficiency . Applied Economics Letters , 2 : 375 – 379 .
   Web of Science ®Google Scholar