Czasopismo
Tytuł artykułu
Autorzy
Warianty tytułu
Języki publikacji
Abstrakty
The paper presents the DEA+ method as a tool for estimating the production function and the measure of technical efficiency in data points. A multi-product case is considered. Presentation of the underlying semiparametric frontier model is followed by demonstration of the very algorithm of DEA+ and a discussion of its validity. Finally, the method is illustrated with an empirical example with selected model distributions for each random variable constituting the composed error. (original abstract)
Rocznik
Tom
Numer
Strony
317--329
Opis fizyczny
Twórcy
autor
- Cracow University of Economics, Poland
Bibliografia
- Aigner D., Lovell C. A. K., Schmidt P. (1977) Formulation and estimation of stochastic frontier models, Journal of Econometrics, Vol. 6, pp. 21-37.
- Banker R.D. (1993) Maximum Likelihood, Consistency and Data Envelopment Analysis: A Statistical Foundation, Management Science, Vol. 39 (10), pp. 1265-1273.
- Banker R., Charnes A., Cooper W. 1984 Some models for estimating technical and scale inefficiencies in DEA, Management Science, Vol. 30 (9), pp. 1078-1091.
- Bierens H.J. (1994) Topics in advanced econometrics, Cambridge University Press, Cambridge.
- DeBoer L. (1992) Economies of scale and input substitution in public libraries, Journal of Urban Economics, Vol. 32, pp. 257-268.
- Gstach D. (1998) Another approach to Data Envelopment Analysis in noisy environments: DEA+, Journal of Productivity Analysis, Vol. 9, pp. 161-176.
- Gstach D. (1999) Technical efficiency in noisy multi-output settings, CEJOR, Vol. 7, pp. 93-110.
- Kumbhakar S.C., Lovell C.A.K. (2000) Stochastic frontier analysis, Cambridge University Press, Cambridge.
- Kuosmanen T., Kortelainen M. (2012) Stochastic non-smooth envelopment of data: semiparametric frontier estimation subject to shape constraints, Journal of Productivity Analysis, Vol. 38, pp. 11-28.
- Meeusen W., Van den Broeck J. (1977) Efficiency estimation from Cobb-Douglas production functions with composed error, International Economic Review, Vol. 18 (2), pp. 435-444.
- Osiewalski J., Osiewalska A. (2006) Stochastic cost frontier function for Polish public libraries, in "Space-time modelling and forecasting of economic phenomena" (ed. Zeliaś), pp. 179-193, Cracow Academy of Economics Publishing House, Cracow (in Polish).
- Prędki A. (2012) Selected estimation methods in the semiparametric frontier model, Statistical Review, Vol. 59 (3), pp. 215-232 (in Polish).
- Prędki A. (2014) Single-product version of the DEA+ method, Statistical Review, Vol. 61 (2), pp. 115-129 (in Polish).
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171326495