IDEAS home Printed from https://ideas.repec.org/p/ags/aaea02/19596.html
   My bibliography  Save this paper

Financial Classification Of Farm Businesses Using Fuzzy Systems

Author

Listed:
  • Duval, Yann
  • Kastens, Terry L.
  • Featherstone, Allen M.

Abstract

This paper attempts to improve the ability of farm managers and lenders to forecast expected financial performance of farm businesses using a neuro-fuzzy inference system. Ex-ante farm financial performance is examined to identify the farms that are likely to become financially stressed before they actually become so.

Suggested Citation

  • Duval, Yann & Kastens, Terry L. & Featherstone, Allen M., 2002. "Financial Classification Of Farm Businesses Using Fuzzy Systems," 2002 Annual meeting, July 28-31, Long Beach, CA 19596, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    • Handle: RePEc:ags:aaea02:19596
    DOI: 10.22004/ag.econ.19596
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/19596/files/sp02du01.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.19596?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Thomas, Lyn C., 2000. "A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers," International Journal of Forecasting, Elsevier, vol. 16(2), pages 149-172.
    2. G. Cornelis van Kooten & Emina Krcmar & Erwin H. Bulte, 2001. "Preference Uncertainty in Non-Market Valuation: A Fuzzy Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 487-500.
    3. Raj K. Chhikara, 1989. "The State of the Art in Credit Evaluation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(5), pages 1138-1144.
    4. Ralph Bierlen & Allen M. Featherstone, 1998. "Fundamental q, Cash Flow, and Investment: Evidence from Farm Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 427-435, August.
    5. Steven C. Blank, 2001. "Producers get Squeezed up the Farming Food Chain: A Theory of Crop Portfolio Composition and Land Use," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 23(2), pages 404-422.
    6. Emanuel Melichar, 1984. "A financial perspective on agriculture," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Jan, pages 1-13.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chul‐Woo Kwon & Peter F. Orazem & Daniel M. Otto, 2006. "Off‐farm labor supply responses to permanent and transitory farm income," Agricultural Economics, International Association of Agricultural Economists, vol. 34(1), pages 59-67, January.
    2. Thunström, Linda & Nordström, Jonas & Shogren, Jason F., 2015. "Certainty and overconfidence in future preferences for food," Journal of Economic Psychology, Elsevier, vol. 51(C), pages 101-113.
    3. Dinh, K. & Kleimeier, S., 2006. "Credit scoring for Vietnam's retail banking market : implementation and implications for transactional versus relationship lending," Research Memorandum 012, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    4. Richard C. Ready & Patricia A. Champ & Jennifer L. Lawton, 2010. "Using Respondent Uncertainty to Mitigate Hypothetical Bias in a Stated Choice Experiment," Land Economics, University of Wisconsin Press, vol. 86(2), pages 363-381.
    5. Lu Gao & Kanshukan Rajaratnam & Peter Beling, 2016. "Loan origination decisions using a multinomial scorecard," Annals of Operations Research, Springer, vol. 243(1), pages 199-210, August.
    6. Kim, Hyeongjun & Cho, Hoon & Ryu, Doojin, 2018. "An empirical study on credit card loan delinquency," Economic Systems, Elsevier, vol. 42(3), pages 437-449.
    7. Banerjee, Prasenjit & Shogren, Jason F., 2014. "Bidding behavior given point and interval values in a second-price auction," Journal of Economic Behavior & Organization, Elsevier, vol. 97(C), pages 126-137.
    8. J-L Hu & C-Y Fang, 2010. "Do market share and efficiency matter for each other? An application of the zero-sum gains data envelopment analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(4), pages 647-657, April.
    9. Kane, Edward J., 1995. "Difficulties of transferring risk-based capital requirements to developing countries," Pacific-Basin Finance Journal, Elsevier, vol. 3(2-3), pages 193-216, July.
    10. O'Toole, Conor M. & Morgenroth, Edgar L.W. & Ha, Thuy T., 2016. "Investment efficiency, state-owned enterprises and privatisation: Evidence from Viet Nam in Transition," Journal of Corporate Finance, Elsevier, vol. 37(C), pages 93-108.
    11. Lambert, David K., 2014. "Historical Impacts of Precipitation and Temperature on Farm Production in Kansas," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 46(4), pages 439-456, November.
    12. Hüttel, Silke & Mußhoff, Oliver & Odening, Martin & Zinych, Nataliya, 2008. "Estimating investment equations in imperfect capital markets," SFB 649 Discussion Papers 2008-016, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    13. Elena Stanghellini, 2003. "Monitoring the Behaviour of Credit Card Holders with Graphical Chain Models," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(9‐10), pages 1423-1435, December.
    14. Callahan, Scott & Ifft, Jennifer & Michaud, Clayton P., 2022. "The impact of countercyclical farm programs on agricultural land values," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322579, Agricultural and Applied Economics Association.
    15. Thomas Wainwright, 2011. "Elite Knowledges: Framing Risk and the Geographies of Credit," Environment and Planning A, , vol. 43(3), pages 650-665, March.
    16. Ma, Shan & Lupi, Frank & Swinton, Scott M. & Chen, Huilan, 2011. "Modeling Certainty-Adjusted Willingness to Pay for Ecosystem Service Improvement from Agriculture," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103734, Agricultural and Applied Economics Association.
    17. Corazza, Marco & Funari, Stefania & Gusso, Riccardo, 2016. "Creditworthiness evaluation of Italian SMEs at the beginning of the 2007–2008 crisis: An MCDA approach," The North American Journal of Economics and Finance, Elsevier, vol. 38(C), pages 1-26.
    18. Carlos Serrano-Cinca & Begoña Gutiérrez-Nieto & Luz López-Palacios, 2015. "Determinants of Default in P2P Lending," PLOS ONE, Public Library of Science, vol. 10(10), pages 1-22, October.
    19. Fraisse, Henri & Laporte, Matthias, 2022. "Return on investment on artificial intelligence: The case of bank capital requirement," Journal of Banking & Finance, Elsevier, vol. 138(C).
    20. Toth Kristof & Toth Jozsef, 2012. "Credit Level Influencing Factors At Hungarian Farms," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 1(2), pages 533-537, December.

    More about this item

    Keywords

    Agricultural Finance;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:aaea02:19596. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.