...

  • Home
  • Articles
    • Current Issue
    • Archives
  • Authors
    • Author Guidelines
    • Policies
    • Downloads
  • Editors
  • Reviewers
...

International Journal of Mathematics Trends and Technology

Research Article | Open Access | Download PDF

Volume 38 | Number 2 | Year 2016 | Article Id. IJMTT-V38P520 | DOI : https://doi.org/10.14445/22315373/IJMTT-V38P520

Normal-Uniform Distributed Stochastic Production Frontier Model


Kannaki.S, Mary Louis.L
Abstract

Stochastic Production Frontier Model (SFM) plays a vital role in measuring technical efficiency in the field of production. In this paper, the technical efficiency of normal uniform stochastic frontier model was derived. The parameters were evaluated using Maximum likelihood Estimates. In the model is a two sided error term representing the statistical noise and is a one sided error term, representing inefficiency.

Keywords
Normal-Uniform distribution, stochastic normal-uniform production frontier model, Technical Efficiency, Maximum likelihood estimation.
References

[1] Aigner, D.J. and SF. Chu, On estimating the industry production function, American Economic Review58,826839,1968
[2] Aigner, D., K. Lovell and P. Schmidt. “Formulation and Estimation of Stochastic Frontier Production Function Models,” Journal of Econometrics, 6, pp. 21-37,1977
[3] Battese, G.E. and Coelli, T. Frontier production functions, technical efficiency and panel data: with application to paddy farmers in India, Journal of Productivity Analysis, 3, 153- 169,1992
[4] Battese, G. E. and Corra, G. S.‘Estimation of a production frontier model: With application to the pastoral zone of eastern Australia’, Australian Journal of Agricultural Economics, Vol. 21, (1977) pp. 169–179,1977
[5] Greene, W.H., A Gamma-Distributed Stochastic Frontier Model, Journal of Econometrics, 46:1/2(October/November), 141-64, 1990.
[6 James Jondrow, Knox Lovell, Materov and Peter schmidth . On the estimation of technical inefficiency in the stochastic frontier production function model. Journal of Econometrics.(19),233-238 North Holland Publishing Company,1982,
[7] Koopmans, T. C.An Analysis of Production as an E_cient Combination of Activities, in T. C. Koopmans, ed.,Activity Analysis of Production and Allocation, Cowles Commission for Research in Economics, Monograph No. 13, New York: Wiley,1951.
[8] Meeusen W, van den Broeck J..Efficiency estimation from Cobb-Douglas production functions with composed error. International Economic Review 18:435-444,1977.
[9] Stevenson RF. Likelihood functions for generalized stochastic frontier estimation. Journal of Econometrics 13:57-66,1980.
[10] Subal C. Kumbhakar, C.A. Knox Lovell, Stochastic Frontier Analysis, Cambridge University Press, 2003.

Citation :

Kannaki.S, Mary Louis.L, "Normal-Uniform Distributed Stochastic Production Frontier Model," International Journal of Mathematics Trends and Technology (IJMTT), vol. 38, no. 2, pp. 114-118, 2016. Crossref, https://doi.org/10.14445/22315373/IJMTT-V38P520

  • PDF
  • Abstract
  • Keywords
  • References
  • Citation
Abstract Keywords References Citation
  • Home
  • Authors Guidelines
  • Paper Submission
  • APC
  • Archives
  • Downloads
  • Open Access
  • Publication Ethics
  • Copyrights Infringement
  • Journals
  • FAQ
  • Contact Us

Follow Us

Copyright © 2025 Seventh Sense Research Group® . All Rights Reserved