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Predicting Credit Demand with ARMS: A Machine Learning Approach

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  • Ifft, Jennifer E.
  • Kuhns, Ryan
  • Patrick, Kevin T.

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  • Ifft, Jennifer E. & Kuhns, Ryan & Patrick, Kevin T., 2017. "Predicting Credit Demand with ARMS: A Machine Learning Approach," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258134, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea17:258134
    DOI: 10.22004/ag.econ.258134
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    References listed on IDEAS

    as
    1. Wilm Fecke & Jan-Henning Feil & Oliver Musshoff, 2016. "Determinants of loan demand in agriculture: empirical evidence from Germany," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 76(4), pages 462-476, November.
    2. MacDonald, James M. & O'Donoghue, Erik J. & McBride, William D. & Nehring, Richard F. & Sandretto, Carmen L. & Mosheim, Roberto, 2007. "Profits, Costs, and the Changing Structure of Dairy Farming," Economic Research Report 6704, United States Department of Agriculture, Economic Research Service.
    3. Morehart, Mitch & Milkove, Dan & Xu, Yang, 2014. "Multivariate Farm Debt Imputation in the Agricultural Resource Management Survey (ARMS)," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 169401, Agricultural and Applied Economics Association.
    4. Todd Hubbs & Todd Kuethe, 2017. "A disequilibrium evaluation of public intervention in agricultural credit markets," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 77(1), pages 37-49, May.
    5. Ani L. Katchova, 2005. "Factors affecting farm credit use," Agricultural Finance Review, Emerald Group Publishing, vol. 65(2), pages 17-29, July.
    6. Peter Howley & Emma Dillon, 2012. "Modelling the effect of farming attitudes on farm credit use: a case study from Ireland," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 72(3), pages 456-470, November.
    7. Maria Bampasidou & Ashok K. Mishra & Charles B. Moss, 2017. "Modeling debt choice in agriculture: the effect of endogenous asset values," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 77(1), pages 95-110, May.
    8. Harris, James Michael & Dillard, John & Erickson, Kenneth W. & Hallahan, Charles B., 2009. "Changes in Debt Patterns and Financial Structure of Farm Businesses: A Double Hurdle Approach," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49402, Agricultural and Applied Economics Association.
    9. Ifft, Jennifer & Patrick, Kevin & Novini, Amirdara, 2014. "Debt Use By U.S Farm Businesses, 1992-2011," Economic Information Bulletin 165912, United States Department of Agriculture, Economic Research Service.
    Full references (including those not matched with items on IDEAS)

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    Keywords

    Agricultural Finance; Agribusiness; Agricultural and Food Policy;
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