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Agricultural Loan Evaluation with Discriminant Analysis

Author

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  • Johnson, R. Bruce
  • Hagan, Albert R.

Abstract

Agricultural lending institutions are faced with a perpetual task of periodically evaluating personal and financial attributes of their borrowers. This examination is necessary in order to determine the present quality of the loans and to assess the current financial position of each borrower. Moreover, analysis of each borrower's financial performance establishes a basis for extending, limiting or withdrawing the present line of credit and for determining the amount and kind of supervision needed.

Suggested Citation

  • Johnson, R. Bruce & Hagan, Albert R., 1973. "Agricultural Loan Evaluation with Discriminant Analysis," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 5(2), pages 57-62, December.
    • Handle: RePEc:cup:jagaec:v:5:y:1973:i:02:p:57-62_01
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    Citations

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    Cited by:

    1. Novak, Michael P. & LaDue, Eddy L., 1999. "Application Of Recursive Partitioning To Agricultural Credit Scoring," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 31(1), pages 1-14, April.
    2. Iotti, Mattia, 2023. "Financial evaluation and credit access of agricultural firms," Economia agro-alimentare / Food Economy, Italian Society of Agri-food Economics/Società Italiana di Economia Agro-Alimentare (SIEA), vol. 25(2), October.
    3. Pederson, Glenn D. & Duncan, Douglas G., 1983. "Performance Pricing of Farm Loans Under Risk: Methods and Implementation," Agricultural Economics Reports 23410, North Dakota State University, Department of Agribusiness and Applied Economics.
    4. Novak, Michael P. & LaDue, Eddy L., 1997. "Introducing Recursive Partitioning To Agricultural Credit Scoring," Working Papers 127878, Cornell University, Department of Applied Economics and Management.
    5. Mattia Iotti & Giuseppe Bonazzi, 2018. "Analysis of the Risk of Bankruptcy of Tomato Processing Companies Operating in the Inter-Regional Interprofessional Organization “OI Pomodoro da Industria Nord Italia”," Sustainability, MDPI, vol. 10(4), pages 1-23, March.
    6. Sanjay J. Bhayani & Butalal Ajmera, 2011. "A Study on Performance Evaluation of Dinesh Mills Ltd," Indian Journal of Commerce and Management Studies, Educational Research Multimedia & Publications,India, vol. 2(6), pages 114-123, September.
    7. de Jager, Fritz & Swanepoel, Vernon, 1994. "Factors Associated With Farm Financial Failure In The Northern Springbok Flats," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 33(4), December.
    8. Boratyńska, Katarzyna & Grzegorzewska, Emilia, 2018. "Bankruptcy prediction in the agribusiness sector: Lessons from quantitative and qualitative approaches," Journal of Business Research, Elsevier, vol. 89(C), pages 175-181.
    9. Gustafson, Cole R. & Crane, Laurence M. & Fischer, William R., 1995. "Agronomic, Economic, and Demographic Characteristics of Crop Farms in the Great Plains and Corn Belt," Agricultural Economics Reports 23221, North Dakota State University, Department of Agribusiness and Applied Economics.
    10. Josep M. Argilés, 1998. "Accounting information and the prediction of farm viability," Economics Working Papers 277, Department of Economics and Business, Universitat Pompeu Fabra.
    11. Hardy, William E., Jr. & Weed, Johno B., 1980. "Objective Evaluation For Agricultural Lending," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 12(1), pages 1-6, July.
    12. Rambaldi, Alicia N. & Zapata, Hector O. & Christy, Ralph D., 1992. "Selecting The "Best" Prediction Model: An Application To Agricultural Cooperatives," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 24(1), pages 1-7, July.
    13. Mário Santiago Céu & Raquel Medeiros Gaspar, 2022. "Vegetative cycle and bankruptcy predictors of agricultural firms," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 68(12), pages 445-454.
    14. Mattia Iotti, 2023. "Financial evaluation and credit access of agricultural firms," Economia agro-alimentare, FrancoAngeli Editore, vol. 25(2), pages 31-67.
    15. Buffier, B.D. & Metternick-Jones, M.A., 1995. "Income Equalisation Deposits: Enhancing Farm Viability," Review of Marketing and Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 63(01), pages 1-9, April.
    16. Murray, Steven W., 1978. "An Analysis Of Rates Of Change In Community Per Capita Income By Discriminant Analysis," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 10(1), pages 1-4, July.
    17. Hardy, William E., Jr. & Spurlock, Stanley R. & Parrish, Donnie R. & Benoist, Lee A., 1987. "An Analysis Of Factors That Affect The Quality Of Federal Land Bank Loans," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 19(2), pages 1-8, December.
    18. William E. Hardy & John L. Adrian, 1985. "A linear programming alternative to discriminant analysis in credit scoring," Agribusiness, John Wiley & Sons, Ltd., vol. 1(4), pages 285-292.
    19. Giuseppe Bonazzi & Paolo Camanzi & Giovanni Ferri & Elisa Manghi & Mattia Iotti, 2021. "Economic Sustainability of Pig Slaughtering Firms in the Production Chain of Denomination of Origin Hams in Italy," Sustainability, MDPI, vol. 13(14), pages 1-18, July.

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