Stratified Sample Design for Fair Lending Binary Logit Models
Author
Abstract
Suggested Citation
Note: ISSN 1485-6441
Download full text from publisher
References listed on IDEAS
- Harrison, Glenn W, 1998. "Mortgage Lending in Boston: A Reconsideration of the Evidence," Economic Inquiry, Western Economic Association International, vol. 36(1), pages 29-38, January.
- David Horne, 1997. "Mortgage Lending, Race, and Model Specification," Journal of Financial Services Research, Springer;Western Finance Association, vol. 11(1), pages 43-68, February.
- Cosslett, Stephen R, 1981. "Maximum Likelihood Estimator for Choice-Based Samples," Econometrica, Econometric Society, vol. 49(5), pages 1289-1316, September.
- N. E. Breslow & N. Chatterjee, 1999. "Design and analysis of two‐phase studies with binary outcome applied to Wilms tumour prognosis," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 48(4), pages 457-468.
- Day, Theodore E & Liebowitz, S J, 1998. "Mortgage Lending to Minorities: Where's the Bias?," Economic Inquiry, Western Economic Association International, vol. 36(1), pages 3-28, January.
- Munnell, Alicia H. & Geoffrey M. B. Tootell & Lynn E. Browne & James McEneaney, 1996.
"Mortgage Lending in Boston: Interpreting HMDA Data,"
American Economic Review, American Economic Association, vol. 86(1), pages 25-53, March.
- Lynn E. Browne & James McEneaney & Alicia H. Munnell & Geoffrey M. B. Tootell, 1992. "Mortgage lending in Boston: interpreting HMDA data," Working Papers 92-7, Federal Reserve Bank of Boston.
- Calem Paul & Stutzer Michael, 1995.
"The Simple Analytics of Observed Discrimination in Credit Markets,"
Journal of Financial Intermediation, Elsevier, vol. 4(3), pages 189-212, July.
- Paul S. Calem & Michael J. Stutzer, 1995. "The simple analytics of observed discrimination in credit markets," Working Papers 95-7, Federal Reserve Bank of Philadelphia.
- James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
- Mitchell Stengel & Dennis Glennon, 1999. "Evaluating Statistical Models of Mortgage Lending Discrimination: A Bank‐Specific Analysis," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 27(2), pages 299-334, June.
- Stanley D. Longhofer & Stephen R. Peters, 1998. "Self-selection and discrimination in credit markets," Working Papers (Old Series) 9809, Federal Reserve Bank of Cleveland.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- McKinley Blackburn & Todd Vermilyea, 2006. "A Comparison of Unexplained Racial Disparities in Bank-Level and Market-Level Models of Mortgage Lending," Journal of Financial Services Research, Springer;Western Finance Association, vol. 29(2), pages 125-147, April.
- Jason Dietrich, 2005. "The effects of sampling strategies on the small sample properties of the logit estimator," Journal of Applied Statistics, Taylor & Francis Journals, vol. 32(6), pages 543-554.
- Fotios Pasiouras & Chrysovalantis Gaganis, 2007. "Financial characteristics of banks involved in acquisitions: evidence from Asia," Applied Financial Economics, Taylor & Francis Journals, vol. 17(4), pages 329-341.
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.- Judith Clarke & Marsha Courchane, 2004. "Implications of Stratified Sampling for Fair Lending Binary Logit Models," The Journal of Real Estate Finance and Economics, Springer, vol. 30(1), pages 5-31, October.
- Judith Clarke & Nilanjana Roy & Marsha Courchane, 2009.
"On the robustness of racial discrimination findings in mortgage lending studies,"
Applied Economics, Taylor & Francis Journals, vol. 41(18), pages 2279-2297.
- Judith A. Clarke & Marsha J. Courchane & Nilanjana Roy, 2005. "On the Robustness of Racial Discrimination Findings in Mortgage Lending Studies," Econometrics Working Papers 0516, Department of Economics, University of Victoria.
- Yan Zhang, 2013. "Fair Lending Analysis of Mortgage Pricing: Does Underwriting Matter?," The Journal of Real Estate Finance and Economics, Springer, vol. 46(1), pages 131-151, January.
- Song Han, 2011. "Creditor Learning and Discrimination in Lending," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 1-27, October.
- Stanley D. Longhofer & Stephen R. Peters, 1998. "Self-selection and discrimination in credit markets," Working Papers (Old Series) 9809, Federal Reserve Bank of Cleveland.
- Paul S. Calem & Stanley D. Longhofer, 2000. "Anatomy of a fair-lending exam: the uses and limitations of statistics," Working Papers (Old Series) 0003R, Federal Reserve Bank of Cleveland.
- Cullen Goenner, 2010. "Discrimination and Mortgage Lending in Boston: The Effects of Model Uncertainty," The Journal of Real Estate Finance and Economics, Springer, vol. 40(3), pages 260-285, April.
- David G. Blanchflower & Phillip B. Levine & David J. Zimmerman, 2003.
"Discrimination in the Small-Business Credit Market,"
The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 930-943, November.
- David G. Blanchflower & Phillip B. Levine & David J. Zimmerman, 1998. "Discrimination in the Small Business Credit Market," NBER Working Papers 6840, National Bureau of Economic Research, Inc.
- Dawkins, Mark C., 2002. "Simultaneity bias in mortgage lending: A test of simultaneous equations models on bank-specific data," Journal of Banking & Finance, Elsevier, vol. 26(8), pages 1593-1613, August.
- Paul S. Calem & Stanley D. Longhofer, 2000. "Anatomy of a fair-lending exam: the uses and limitations of statistics," Finance and Economics Discussion Series 2000-15, Board of Governors of the Federal Reserve System (U.S.).
- Song Han, 2004. "Discrimination in Lending: Theory and Evidence," The Journal of Real Estate Finance and Economics, Springer, vol. 29(1), pages 5-46, July.
- Stephen L. Ross, 2003. "What Is Known about Testing for Discrimination: Lessons Learned by Comparing across Different Markets," Working papers 2003-21, University of Connecticut, Department of Economics, revised Nov 2003.
- Jason Dietrich, 2005. "Under-specified Models and Detection of Discrimination: A Case Study of Mortgage Lending," The Journal of Real Estate Finance and Economics, Springer, vol. 31(1), pages 83-105, August.
- Ross, Stephen L. & Turner, Margery Austin & Godfrey, Erin & Smith, Robin R., 2008.
"Mortgage lending in Chicago and Los Angeles: A paired testing study of the pre-application process,"
Journal of Urban Economics, Elsevier, vol. 63(3), pages 902-919, May.
- Stephen L. Ross & Margery Austin Turner & Erin Godfrey & Robin R. Smith, 2005. "Mortgage Lending in Chicago and Los Angeles: A Paired Testing Study of the Pre-Application Process," Working papers 2005-03, University of Connecticut, Department of Economics.
- Manthos D. Delis & Panagiotis Papadopoulos, 2019. "Mortgage Lending Discrimination Across the U.S.: New Methodology and New Evidence," Journal of Financial Services Research, Springer;Western Finance Association, vol. 56(3), pages 341-368, December.
- Black, Harold A. & Boehm, Thomas P. & DeGennaro, Ramon P., 2003.
"Is there discrimination in mortgage pricing? The case of overages,"
Journal of Banking & Finance, Elsevier, vol. 27(6), pages 1139-1165, June.
- Harold A. Black & Thomas P. Boehm & Ramon P. DeGennaro, 2001. "Is there discrimination in mortgage pricing? the case of overages," FRB Atlanta Working Paper 2001-4, Federal Reserve Bank of Atlanta.
- Stephen L. Ross, 2005. "The Continuing Practice and Impact of Discrimination," Working papers 2005-19, University of Connecticut, Department of Economics, revised Jul 2006.
- Randall Campbell & Brandon Roberts & Kevin Rogers, 2008. "An Evaluation of Lender Redlining in the Allocation of Unsecured Consumer Credit in the US," Urban Studies, Urban Studies Journal Limited, vol. 45(5-6), pages 1243-1254, May.
- Song Han, 2001.
"On the Economics of Discrimination in Credit Markets,"
Finance and Economics Discussion Series
2002-02, Board of Governors of the Federal Reserve System (U.S.).
- Song Han, 2002. "On the economics of discrimination in credit markets," Finance and Economics Discussion Series 2002-2, Board of Governors of the Federal Reserve System (U.S.).
- Block, Walter & Snow, Nicholas & Stringham, Edward, 2008. "Banks, insurance companies, and discrimination," MPRA Paper 26035, University Library of Munich, Germany.
More about this item
Keywords
Logistic regression; design efficiency; stratified sampling; choice-based sampling; case-control studies; balanced sampling; Monte Carlo experiment; mean squared error.;All these keywords.
JEL classification:
- C49 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Other
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
- G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
Statistics
Access and download statisticsCorrections
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:vic:vicewp:0007. 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: Kali Moon (email available below). General contact details of provider: https://edirc.repec.org/data/devicca.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.