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Model selection in stochastic frontier analysis with an application to maize production in Kenya

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  • Yanyan Liu

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  • Robert Myers

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Suggested Citation

  • Yanyan Liu & Robert Myers, 2009. "Model selection in stochastic frontier analysis with an application to maize production in Kenya," Journal of Productivity Analysis, Springer, vol. 31(1), pages 33-46, February.
  • Handle: RePEc:kap:jproda:v:31:y:2009:i:1:p:33-46
    DOI: 10.1007/s11123-008-0111-9
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    References listed on IDEAS

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    1. Munir Ahmad & Boris E. Bravo-Ureta, 1995. "An Econometric Decomposition of Dairy Output Growth," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(4), pages 914-921.
    2. Alvarez, Antonio & Arias, Carlos, 2004. "Technical efficiency and farm size: a conditional analysis," Agricultural Economics, Blackwell, vol. 30(3), pages 241-250, May.
    3. Lamb, Russell L., 2003. "Inverse productivity: land quality, labor markets, and measurement error," Journal of Development Economics, Elsevier, vol. 71(1), pages 71-95, June.
    4. Huang, Yiping & Kalirajan, K. P., 1997. "Potential of China's grain production: evidence from the household data," Agricultural Economics, Blackwell, vol. 17(2-3), pages 191-199, December.
    5. Hazarika, Gautam & Alwang, Jeffrey, 2003. "Access to credit, plot size and cost inefficiency among smallholder tobacco cultivators in Malawi," Agricultural Economics, Blackwell, vol. 29(1), pages 99-109, July.
    6. Jaume Puig & Josep M. Argilés, 2000. "Measuring and explaining farm inefficiency in a panel data set of mixed farms," Economics Working Papers 503, Department of Economics and Business, Universitat Pompeu Fabra.
    7. Antonio Alvarez & Christine Amsler & Luis Orea & Peter Schmidt, 2006. "Interpreting and Testing the Scaling Property in Models where Inefficiency Depends on Firm Characteristics," Journal of Productivity Analysis, Springer, vol. 25(3), pages 201-212, June.
    8. Kumbhakar, Subal C & Ghosh, Soumendra & McGuckin, J Thomas, 1991. "A Generalized Production Frontier Approach for Estimating Determinants of Inefficiency in U.S. Dairy Farms," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(3), pages 279-286, July.
    9. Jacoby, Hanan C, 2000. "Access to Markets and the Benefits of Rural Roads," Economic Journal, Royal Economic Society, vol. 110(465), pages 713-737, July.
    10. Sherlund, Shane M. & Barrett, Christopher B. & Adesina, Akinwumi A., 2002. "Smallholder technical efficiency controlling for environmental production conditions," Journal of Development Economics, Elsevier, vol. 69(1), pages 85-101, October.
    11. Nyoro, James K. & Kirimi, Lilian & Jayne, Thom S., 2004. "Competitiveness of Kenyan and Ugandan Maize Production: Challenges for the Future," Working Papers 202669, Egerton University, Tegemeo Institute of Agricultural Policy and Development.
    12. Kumbhakar, Subal C & Biswas, Basudeb & Bailey, DeeVon, 1989. "A Study of Economic Efficiency of Utah Dairy Farmers: A System Approach," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 595-604, November.
    13. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
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    Citations

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    Cited by:

    1. Otieno, David Jakinda & Hubbard, Lionel J. & Ruto, Eric, 2011. "Technical efficiency and technology gaps in beef cattle production systems in Kenya: A stochastic metafrontier analysis," 85th Annual Conference, April 18-20, 2011, Warwick University, Coventry, UK 108947, Agricultural Economics Society.
    2. Sheahan, Megan & Black, Roy & Jayne, Thomas S., 2012. "What is the Scope for Increased Fertilizer Use in Kenya?," Food Security International Development Working Papers 135283, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    3. repec:eee:wdevel:v:102:y:2018:i:c:p:30-56 is not listed on IDEAS
    4. Cliff Huang & Hung-pin Lai, 2012. "Estimation of stochastic frontier models based on multimodel inference," Journal of Productivity Analysis, Springer, vol. 38(3), pages 273-284, December.
    5. Reber, Beat & Vencappa, Dev, 2016. "Deliberate premarket underpricing and aftermarket mispricing: New insights on IPO pricing," International Review of Financial Analysis, Elsevier, vol. 44(C), pages 18-33.
    6. Chiara Franco & Fabio Pieri & Francesco Venturini, 2016. "Product market regulation and innovation efficiency," Journal of Productivity Analysis, Springer, vol. 45(3), pages 299-315, June.
    7. Sheahan, Megan & Black, Roy & Jayne, T.S., 2013. "Are Kenyan farmers under-utilizing fertilizer? Implications for input intensification strategies and research," Food Policy, Elsevier, vol. 41(C), pages 39-52.
    8. World Bank, 2012. "Niger : Investing for Prosperity - A Poverty Assessment
      [NIGER: Investir pour la prospérité - Evaluation de la pauvreté au Niger]
      ," World Bank Other Operational Studies 12312, The World Bank.
    9. Ragasa, Catherine & Lambrecht, Isabel & Kufoalor, Doreen S., 2018. "Limitations of Contract Farming as a Pro-poor Strategy: The Case of Maize Outgrower Schemes in Upper West Ghana," World Development, Elsevier, vol. 102(C), pages 30-56.
    10. Sheahan, Megan & Black, Roy & Jayne, Thomas S., 2012. "Are Farmers Under-Utilizing Fertilizer? Evidence from Kenya," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126739, International Association of Agricultural Economists.
    11. Mussa, Richard, 2014. "Externalities of Education on Efficiency and Production Uncertainty of Maize in Rural Malawi," MPRA Paper 54628, University Library of Munich, Germany.
    12. Zotti, Roberto & Barra, Cristian, 2014. "How students' exogenous characteristics affect faculties’ inefficiency. A heteroscedastic stochastic frontier approach," MPRA Paper 54011, University Library of Munich, Germany.
    13. Guilherme Berse Rodrigues Lambais & Marcelo Marques De Magalhães & José Maria Ferreira Jardim Da Silveira, 2014. "Land Reform And Technical Efficiency: Panel Data Evidence From Northeastern Brazil," Anais do XL Encontro Nacional de Economia [Proceedings of the 40th Brazilian Economics Meeting] 200, ANPEC - Associação Nacional dos Centros de Pósgraduação em Economia [Brazilian Association of Graduate Programs in Economics].
    14. Badiane, Ousmane & Ulimwengu, John, 2009. "The growth-poverty convergence agenda: Optimizing social expenditures to maximize their impact on agricultural labor productivity, growth, and poverty reduction in Africa," IFPRI discussion papers 906, International Food Policy Research Institute (IFPRI).
    15. Mussa, Richard, 2017. "Long-term Effects of Early Life Maize Yield on Maize Productivity and Efficiency in Rural Malawi," MPRA Paper 75975, University Library of Munich, Germany.

    More about this item

    Keywords

    Stochastic frontier model; Model selection; Bootstrapping; Maize production in Kenya; C52;

    JEL classification:

    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection

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