Stochastic Frontier Model in Financial Econometrics: A Copula-Based Approach

1. Koopmans D, Tjalling C (1951) Activity analysis of production and allocation, 13th edn. Wiley, New York

   MATH  Google Scholar 

2. Koopmans D, (1951) Stochastic non-parametric frontier analysis in measuring technical efficiency: a case study of the north American dairy industry

   Google Scholar 

3. Färe R, Shawna G (2004) Modeling undesirable factors in efficiency evaluation: comment. Eur J Oper Res 157(1):242–245

   Article  MATH  Google Scholar 

4. Aragon Y, Abdelaati D, Christine TA (2005) Nonparametric frontier estimation: a conditional quantile-based approach. Econom Theory 21(2):358–389

   Article  MathSciNet  Google Scholar 

5. Azadeh A, Asadzadeh SM, Saberi M, Nadimi V, Tajvidi A, Sheikalishahi M (2011) A neuro-fuzzy-stochastic frontier analysis approach for long-term natural gas consumption forecasting and behavior analysis: the cases of Bahrain, Saudi Arabia, Syria, and UAE. Appl Energy 88(11):3850–3859

   Article  Google Scholar 

6. Greene W (2005) Reconsidering heterogeneity in panel data estimators of the stochastic frontier model. J Econom 126(2):269–303

   Article  MathSciNet  MATH  Google Scholar 

7. Greene W (2005) Fixed and random effects in stochastic frontier models. J Prod Anal 23(1):7–32

   Article  Google Scholar 

8. Filippini M, Hunt LC (2011) Energy demand and energy efficiency in the OECD countries: a stochastic demand frontier approach. Energy J 32(2):59–80

   Article  Google Scholar 

9. Stevenson RE (1980) Likelihood functions for generalised stochastic frontier estimation. J Econom 13:57–66

   Article  MATH  Google Scholar 

10. Wang H-J, Ho C-W (2010) Estimating fixed-effect panel stochastic frontier models by model transformation. J Econom 157(2):286–296

    Article  MathSciNet  MATH  Google Scholar 

11. Kuosmanen T, Kortelainen M (2012) Stochastic non-smooth envelopment of data: semi-parametric frontier estimation subject to shape constraints. J Prod Anal 38(1):11–28

    Article  Google Scholar 

12. Sanzidur R, Wiboonpongse A, Sriboonchitta S, Chaovanapoonphol Y (2009) Production efficiency of Jasmine rice producers in Northern and North-Eastern Thailand. J Agric Econ 60(2):419–435

    Article  Google Scholar 

13. Tibprasorn P, Autchariyapanitkul K, Chaniam S, Sriboonchitta S (2015) A copula-based stochastic frontier model for financial pricing. In: Integrated uncertainty in knowledge modelling and decision making. Springer International Publishing, Cham, pp 151–162

    Google Scholar 

14. Hansan MZ, Kamil AA, Mustafa A, Baten MA (2012) Stochastic frontier model approach for measuring stock market efficiency with different distributions. PLos ONE 7(5):e37047. doi:10.1371/journal.pone.0037047

    Article  Google Scholar 

15. Carta A, Steel MF (2012) Modelling multi-output stochastic frontiers using copulas. Comput Stat Data Anal 56(11):3757–3773

    Article  MathSciNet  MATH  Google Scholar 

16. Lai H, Huang CJ (2013) Maximum likelihood estimation of seemingly unrelated stochastic frontier regressions. J Prod Anal 40(1):1–14

    Article  Google Scholar 

17. Wiboonpongse A, Liu J, Sriboonchitta S, Denoeux T (2015) Modeling dependence between error components of the stochastic frontier model using copula: application to intercrop coffee production in Northern Thailand. Int J Approx Reason 65:34–44

    Article  MathSciNet  MATH  Google Scholar 

18. Burns R (2004) The simulated maximum likelihood estimation of stochastic frontier models with correlated error components. The University of Sydney, Sydney

    Google Scholar 

19. Greene WA (2010) Stochastic frontier model with correction for sample selection. J Prod Anal 34(1):15–24

    Article  Google Scholar 

20. Smith MD (2008) Stochastic frontier models with dependent error components. Econom J 11(1):172–192

    Article  MathSciNet  MATH  Google Scholar 

21. Battese GE, Coelli TJ (1988) Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data. J Econom 38(3):387–399

    Article  MathSciNet  Google Scholar 

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