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Estimating efficiencies from frontier models with panel data: A comparison of parametric, non-parametric and semi-parametric methods with bootstrapping

  1. Aigner, D.J. and S.F. Chu. (1968). ?On estimating the industry production function.? American Economic Review 58, pp. 826?839.
  2. Aigner, D.J., C.A.K. Lovell, and P. Schmidt. (1977). ?Formulation and estimation of stochastic frontier production function models.? Journal of Econometrics 6, pp. 21?37.
  3. Boland, I. (1990). ?Méthode du Bootstrap dans des Modéles de Frontiére.? mémoire de maîtrise en sciences économiques, Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  4. Christensen, L.R., D.W. Jorgensen and L.J. Lau. (1973). ?The Translog function and the substitution of equipment, structures and labor in U.S. manufacturing 1929?68.? Journal of Econometrics, 1, pp. 81?114.
  5. Cornwell, C., P. Schmidt and R.C. Sickles. (1987). ?Production Frontiers with Cross-Sectional and Time-series Variation in Efficiency Levels.? mimeo.
  6. Deprins, D. and L. Simar. (1989a). ?Estimating Technical Inefficiencies with Correction for Environmental Conditions, with an application to railways companies.? Annals of Public and Cooperative Economics 60(1), pp. 81?102.
  7. Deprins, D. and L. Simar. (1989b). ?Estimation de Frontiéres Déterministes avec Facteurs Exogénes d'Inefficacite.? Annales d'Economie et de Statistique 14, pp. 117?150.
  8. Deprins, D., L. Simar and H. Tulkens. (1984). ?Measuring labor inefficiency in post offices.? in M. Marchand, P. Pestieau and H. Tulkens (eds.) The Performance of Public Enterprises: Concepts and measurements, North-Holland, Amsterdam.
  9. Efron, B. (1983). The Jacknife, the Bootstrap and Other Resampling Plans, SIAM, Philadelphia.
  10. Farrell, M.J. (1957). ?The measurement of productive efficiency.? Journal of the Royal Statistical Society A 120, pp. 253?281.
  11. Freedman, D.A. (1981). ?Bootstrapping Regression Models.? The Annals of Statistics 9(6), pp. 1218?1228.
  12. Gathon, H.J. and S. Perelman. (1990). ?Measuring Technical Efficiency in National Railways: A Panel Data Approach.? mimeo, Université de Liège, Belgium.
  13. Greene, W.H. (1980). ?Maximum Likelihood Estimation of Econometric Frontier.? Journal of Econometrics 13, pp. 27?56.
  14. Hall, P. W. Härdle and L. Simar. (1991). ?Iterated Bootstrap with Application to Frontier Models.? CORE Discussion paper 9121, Université Catholique de Louvain, Louvain-la-Neuve, Belgium.
  15. Hausman, J.A. and W.E. Taylor. (1981). ?Panel Data and Unobservable Individual Effects.? Econometrica 49, pp. 1377?1398.
  16. Jondrow, J., C.A.K. Lovell, I.S. Materov and P. Schmidt. (1982). ?On the estimation of technical inefficiency in stocahstic frontier production model.? Journal of Econometrics 19, pp. 233?238.
  17. Mundlak, Y. (1978). ?On the Pooling of Time Series and Cross Section Data.? Econometrica 46, pp. 69?86.
  18. Schmidt, P. and R.E. Sickles. (1984). ?Production Frontiers and Panel Data.? Journal of Business and Economic Statistics 2, 367?374.
  19. Thiry, B. and H. Tulkens. (1988). ?Allowing for Technical Inefficiency in Parametric Estimates of Production Functions, with an application to urban transit firms.? CORE discussion paper 8841, Université Catholique de Louvain, Louvain-la-Neuve.
  20. U.I.C. (1970?1983). Statistiques Internationales des Chemins de Fer. Union Internationale des Chemins de Fer, Paris.
Bibliographic reference Simar, Léopold. Estimating efficiencies from frontier models with panel data: A comparison of parametric, non-parametric and semi-parametric methods with bootstrapping. In: Journal of Productivity Analysis, Vol. 3, no. 1-2, p. 171-203 (1992)
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