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Determining the Probability of Default of Agricultural Loans in a French Bank

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  • Jouault, Amelie
  • Featherstone, Allen M.

Abstract

Recently, financial institutions have developed improved internal risk rating systems and emphasized the probability of default and loss given default. Also they have been affected by globalization and it became important to understand the way foreign banks operate. The probability of default is studied for 756 loans from a French bank: CIC- Banque SNVB. A binomial logit regression is used to estimate a model of the probability of default of an agribusiness loan. The results show that leverage, profitability and liquidity at loan origination are good indicators of the probability of default. The loan length is another good indicator of the probability of default. Also it is more accurate to develop a model for each type of collateral (activity).

Suggested Citation

  • Jouault, Amelie & Featherstone, Allen M., 2006. "Determining the Probability of Default of Agricultural Loans in a French Bank," 2006 Annual meeting, July 23-26, Long Beach, CA 21376, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  • Handle: RePEc:ags:aaea06:21376
    DOI: 10.22004/ag.econ.21376
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    1. Roger D. Stover & R. Kenneth Teas & Roy J. Gardner, 1985. "Agricultural Lending Decision: A Multiattribute Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(3), pages 513-520.
    2. Kenneth Obrecht, 1989. "The Role of Credit Evaluations in Agricultural Research: Discussion," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(5), pages 1155-1156.
    3. Allen N. Berger & David C. Smith, 2003. "Global integration in the banking industry," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), vol. 89(Nov), pages 451-460, November.
    4. Allen M. Featherstone & Laura M. Roessler & Peter J. Barry, 2006. "Determining the Probability of Default and Risk-Rating Class for Loans in the Seventh Farm Credit District Portfolio," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 28(1), pages 4-23.
    5. Allen M. Featherstone & Christian R. Boessen, 1994. "Loan Loss Severity of Agricultural Mortgages," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 16(2), pages 249-258.
    6. Lopez, Jose A. & Saidenberg, Marc R., 2000. "Evaluating credit risk models," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 151-165, January.
    7. Cole R. Gustafson & Glenn D. Pederson & Brent A. Gloy, 2005. "Credit risk assessment," Agricultural Finance Review, Emerald Group Publishing, vol. 65(2), pages 201-217, July.
    8. Ani L. Katchova & Peter J. Barry, 2005. "Credit Risk Models and Agricultural Lending," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(1), pages 194-205.
    9. Gustafson, Cole R. & Beyer, Ronald J. & Saxowsky, David M., 1991. "Credit Evaluation: Investigating the Decision Process of Agricultural Loan Officers," 1991 Regional Committee NC-161, September 23-24, 1991, St. Louis, Missouri 130940, Regional Research Committee NC-1014: Agricultural and Rural Finance Markets in Transition.
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    1. Jarko Fidrmuc & Pavel Ciaian & d'Artis Kancs & Jan Pokrivcak, 2013. "Credit Constraints, Heterogeneous Firms and Loan Defaults," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 53-68, May.
    2. Ferreira-Filho, Joaquim Bento de Souza & Horridge, Mark, 2010. "Climate Change Impacts on Agriculture and Internal Migrations in Brazil," Conference papers 331926, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.

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