Scoring Drop-Out at a Microlender in Bolivia
This paper presents a scoring model that predicts the risk of drop-out for borrowers at a microfinance lender in Bolivia. Drop-out risk was greater for women, manufacturers, newer borrowers, and those with more arrears. Out-of-sample tests suggest that scoring may help microfinance lenders to detect segments of their clientele (and even specific current clients) who are at-risk of drop-out.
|Date of creation:||05 Sep 2001|
|Note:||Type of Document - Adobe Acrobat 3.0; prepared on Windows 98; to print on Adobe Acrobat 3.0; pages: ; figures: Included in pdf file|
|Contact details of provider:|| Web page: http://econwpa.repec.org|
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Wiginton, John C., 1980. "A Note on the Comparison of Logit and Discriminant Models of Consumer Credit Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 15(03), pages 757-770, September.
- Jenkins, Stephen P, 1995. "Easy Estimation Methods for Discrete-Time Duration Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(1), pages 129-138, February.
- D. J. Hand & W. E. Henley, 1997. "Statistical Classification Methods in Consumer Credit Scoring: a Review," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 160(3), pages 523-541.
- Greene, William, 1998. "Sample selection in credit-scoring models1," Japan and the World Economy, Elsevier, vol. 10(3), pages 299-316, July.
- Navajas, Sergio & Schreiner, Mark & Meyer, Richard L. & Gonzalez-vega, Claudio & Rodriguez-meza, Jorge, 2000.
"Microcredit and the Poorest of the Poor: Theory and Evidence from Bolivia,"
Elsevier, vol. 28(2), pages 333-346, February.
- Navajas, Sergio & Schreiner, Mark & Meyer, Richard L. & Gonzalez-Vega, Claudio & Rodriguez-Meza, Jorge, 1998. "Microcredit And The Poorest Of The Poor: Theory And Evidence From Bolivia," Economics and Sociology Occasional Papers 28334, Ohio State University, Department of Agricultural, Environmental and Development Economics.
- Boyes, William J. & Hoffman, Dennis L. & Low, Stuart A., 1989. "An econometric analysis of the bank credit scoring problem," Journal of Econometrics, Elsevier, vol. 40(1), pages 3-14, January.
- Loretta J. Mester, 1997. "What's the point of credit scoring?," Business Review, Federal Reserve Bank of Philadelphia, issue Sep, pages 3-16.
- Peter Kennedy, 2003. "A Guide to Econometrics, 5th Edition," MIT Press Books, The MIT Press, edition 5, volume 1, number 026261183x, July. Full references (including those not matched with items on IDEAS)