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What We Know About Mortgage
Lending Discrimination In America

Bibliography

    Ambrose, Brent, William Hughes and Patrick Simmons. 1995. "Policy Issues Concerning Racial and Ethnic Differences in Home Loan Rejection Rates," Journal of Housing Research 6 (1):115-136.

    Amemiya, T. 1974. "Multivariate Regression and Simultaneous Equations when the Dependent Variables are Truncated Normal." Econometrica 42: 999-1012.

    Arrow, Kenneth. 1973. "The Theory of Discrimination." Discrimination in Labor Markets, edited by Orley Ashenfelter and Albert Rees (Princeton, NJ: Princeton University Press), pp. 3-42.

    Avery, Robert B. and Patricia E. Beeson. 1998. "Neighborhood, Race, and the Mortgage Market: Evidence from HMDA Data." Paper Presented at the Annual AEA/NEA Meetings, Chicago, January.

    Avery, Robert B., Patricia E. Beeson, and Paul D. Calem. 1996. "Using HMDA Data as a Regulatory Screen for Fair Lending Compliance." Journal of Financial Services Research 11 (February/April): 9-42.

    Avery, Robert B., Patricia E. Beeson, and Mark S. Sniderman. 1996. "Accounting for Racial Differences in Housing Credit Markets." In Mortgage Lending, Racial Discrimination, and Federal Policy, edited by John Goering and Ron Wienk (Washington, D.C.: Urban Institute Press), pp. 75-142.

    Avery, Robert B., Raphael W. Bostic, Paul S. Calem, and Glenn B. Canner. 1998. "Credit Scoring: Issues and Evidence from Census Bureau Files." Unpublished manuscript.

    Ayres, Ian, and Peter Siegelman. 1995. "Race and Gender Discrimination in Bargaining for a New Car." American Economic Review 85 (June): 304-321.

    Becker, Gary S. 1993. "The Evidence Against Banks Doesn't Prove Bias." Business Week, April 19, p. 18.

    ________. 1971. The Economics of Discrimination, 2nd Edition. Chicago: University of Chicago Press.

    Berkovec, James A., Glenn B. Canner, Stuart A. Gabriel, and Timothy H. Hannan. 1998. Discrimination, Competition, and Loan Performance in FHA Mortgage Lending. Review of Economics and Statistics 80: 241-250.

    ________. 1996. "Response to Critiques of ‘Mortgage Discrimination and FHA Loan Performance.'" Cityscape: A Journal of Policy Research 2 (1): 49-54.

    ________. 1994. "Race, Redlining, and Residential Mortgage Loan Performance." Journal of Real Estate Finance and Economics 9 (3): 263-294.

    Berkovec, James and Peter Zorn. 1996. "How Complete is HMDA? HMDA Coverage of Freddie Mac Purchases." Journal of Real Estate Research 11: 39-56.

    Black, Harold A. 1995. "HMDA Data and Regulatory Inquiries Regarding Discrimination." In Fair Lending Analysis: A Compendium of Essays on the Use of Statistics, edited by Anthony M. Yezer (Washington, D.C.: American Bankers Association), pp. 147-154.

    Black, Harold A., M. Cary Collins, Ken B. Cyree. 1997. "Do Black-Owned Banks Discriminate Against Black Borrowers?" Journal of Financial Services Research 11 (February/April): 189-204.

    Black, Harold A., and Robert Schweitzer. 1985. "A Canonical Analysis of Mortgage Lending Terms." Urban Studies 22: 13-19.

    Bostic, Raphael W., and Glenn B. Canner. 1997. "Do Minority-Owned Banks Treat Minorities Better? An Empirical Test of the Cultural Affinity Hypothesis." Unpublished manuscript, December.

    Boyes, W.J., D. L. Hoffman, and S. A. Low. 1989. "An Econometric Analysis of the Bank Credit Scoring Problem." Journal of Econometrics 40: 3-14.

    Bradford, Calvin. 1979. "Financing Home Ownership: The Federal Role in Neighborhood Decline." Urban Affairs Quarterly, 14: 313.

    Brimelow, Peter. 1993. "Racism at Work?" National Review, April 12, p. 42.

    Brimelow, Peter and Leslie Spencer. 1993. "The Hidden Clue." Forbes, January 4, p. 48.

    Browne, Lynn E. and Gregory M. Tootell. 1995. "Mortgage Lending in Boston: A Response to the Critics." New England Economic Review (Sept./Oct.): 53-78.

    Buist, Henry, Peter Lineman, and Isaac F. Megbolugbe. 1997. "Residential Lending Discrimination and Lender Compensation Policies." Unpublished manuscript.

    CLC Compliance Technologies. CLC compliance technologies fair lending training program outline. www.compliancetech.com/floutln.htm.

    Canner, Glenn B., Wayne Passmore, and D. S. Smith. 1994. "Residential Lending to Low-Income and Minority Families: Evidence from the 1992 HMDA Data." Federal Reserve Bulletin (February): 79-108.

    Canner, Glenn B., Stuart A. Gabriel, and J. Michael Woolley. 1991. "Race Default Risk, and Mortgage Lending: A Study of the FHA and Conventional Loan Markets." Southern Economic Journal 58 (July): 249-262.

    Carr, James H. and Isaac F. Megbolugbe. 1993. "The Federal Reserve Bank of Boston Study on Mortgage Lending Revisited." Journal of Housing Research 4 (2): 277-314.

    Courchane, Marsha and David Nickerson. 1997. "Discrimination Resulting from Overage Practices." Journal of Financial Services Research 11 (1997): 133-152.

    Crawford, Gordon W. and Eric Rosenblatt. 1997. "Differences in the Cost of Mortgage Credit: Implications for Discrimination." Unpublished manuscript.

    Day, T. and S.J. Liebowitz. 1996. "Mortgages, Minorities, and HMDA." Paper presented at the Federal Reserve Bank of Chicago, April.

    Federal Financial Institutions Examination Council. 1998. "Press Release, August 6, 1998." www.ffiec.gov/pr080698.htm.

    Ferguson, Michael F. and Stephen R. Peters. 1995. "What Constitutes Evidence of Discrimination in Lending?" Journal of Finance 50: 739-748.

    Fix, Michael, George Galster, and Raymond Struyk. 1993. "An Overview of Auditing for Discrimination." In Clear and Convincing Evidence, edited by Michael Fix and Raymond Struyk. Washington, D.C.: Urban Institute Press.

    Gabriel, Stuart. 1996. "The Role of FHA in the Provision of Credit to Minorities." In Mortgage Lending, Racial Discrimination, and Federal Policy, edited by John Goering and Ron Wienk. Washington, D.C.: Urban Institute Press.

    Gabriel, Stuart A., and Stuart R. Rosenthal. 1991. "Credit Rationing, Race, and the Mortgage Market." Journal of Urban Economics 29: 371-79.

    Galster, George C. 1996. "Comparing Loan Performance between Races as a Test for Discrimination." Cityscape: A Journal of Policy Development and Research 2 (2): 33-40.

    ________. 1993. "The Facts of Lending Discrimination Cannot Be Argued Away by Examining Default Rates." Housing Policy Debate 4 (1): 141-46.

    ________. 1993. "Use of Testers in Investigating Discrimination in Mortgage Lending and Insurance." In Clear and Convincing Evidence, edited by Michael Fix and Raymond Struyk. Washington, D.C.: Urban Institute Press.

    ________. 1992. "Research on discrimination in housing and mortgage markets: Assessments and future directions." Housing Policy Debate, vol. 3, no. 2:639-684.

    Gilbert, April, and David I. Levine. 1998. "Knowledge Transfer: Managerial Practices Underlying One Piece of the Learning Organization" with April Gilbert, COHRE briefing paper, U.C. Berkeley, www.socrates.berkeley.edu/~iir/cohre/knowledge.html.

    Glennon, Dennis, and Mitchell Stengel. 1995. "Evaluating Statistical Models of Mortgage Lending Discrimination: A Bank-Specific Analysis." Office of the Comptroller of the Currency, Economic and Policy Analysis Working Paper 95-3. Washington, D.C.

    ________. 1994. "An Evaluation of the Federal Reserve Bank of Boston's Study of Racial Discrimination in Mortgage Lending." Office of the Comptroller of the Currency, Working Paper 94-2. Washington, D.C.

    Goering, John M., editor. 1996. "Race and Default in Credit Markets: A Colloquy." Cityscape: A Journal of Policy Development and Research 2 (1).

    Goering, John M., and Ron Wienk, editors. 1996. Mortgage Lending, Racial Discrimination, and Federal Policy (Washington, D.C.: Urban Institute Press).

    Goldberger, Arthur D. 1984. "Reverse Regression and Salary Discrimination." Journal of Human Resources 18 (3): 294-318.

    Greene, William. 1993. Econometric Analysis, 2nd Edition. New York: Macmillan.

    Harrison, Faye. 1991. "Ethnography as politics." In Decolonializing Anthropology: Moving Further Toward an Anthropology of Liberation. Washington, D.C.: Association of Black Anthropologists.

    Heckman, James H. 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator of Such Models." Annals of Economic and Social Measurement 5: 475-92.

    Heckman, James and Peter Siegelman. 1993. "The Urban Institute Audit Studies: Their Methods and Findings." In Clear and Convincing Evidence. Michael Fix and Raymond Struyk, editors. Washington, D.C.: Urban Institute Press.

    Hendershott, Patrick, W. LaFayette, and David Haurin. 1997. "Debt Usage and Mortgage Choice: The FHA-Conventional Decision." Journal of Urban Economics 41: 202-217.

    Herzog, J.P. and J.S. Earley. 1970. Home Mortgage Delinquency and Foreclosure. New York: National Bureau of Economic Research.

    Horne, David.K. 1997. "Mortgage Lending, Race, and Model Specification." Journal of Financial Services Research 11 (February/April): 43-68.

    ________. 1994. "Evaluating the Role of Race in Mortgage Lending." FDIC Banking Review (Spring/Summer): 1-15.

    Hunter, William C., and Mary Beth Walker. 1996. "The Cultural Affinity Hypothesis and Mortgage Lending Decisions." Journal of Real Estate Finance and Economics 13 (July): 57-70.

    Ichniowski, Casey, et al. 1996. "What Works at Work: A Critical Review," Industrial Relations 35 (3): 299-333.

    Judy, Nancy Ness. 1996. "Fair lending: Telling your story through the media." ABA Bank Compliance 17 (11): 14-18.

    Kim, Sunwoong and Gregory Squires. 1995. "Lender characteristics and racial disparities in mortgage lending." Journal of Housing Research 6 (1): 99-113.

    Kohn, Earnest, Cycil E. Foster, Bernard Kaye, and Nancy J. Terris. 1992. "Are Mortgage Lending Policies Discriminatory? A Study of 10 Savings Banks." New York State Banking Department, March.

    LaCour-Little, Michael. 1998. "Application of Reverse Regression to Boston Federal Reserve Data Refutes Claims of Discrimination." Journal of Real Estate Research 11: 1-12.

    ________. 1996. "Race Differences in Demand and Supply of Mortgage Credit." Unpublished manuscript.

    Ladd, Helen F. 1998. "Evidence on Discrimination in Credit Markets." Journal of Economic Perspectives 12 (Spring): 41-62.

    Lang, W.W., and Leonard I. Nakamura. 1993. "A Model of Redlining." Journal of Urban Economics 33 (March): 223-234.

    Laitila, Thomas. 1993. "A Pseudo-R2 Measure for Limited and Qualitative Dependent Variable Models." Journal of Econometrics 53 (3): 341-356.

    Leibowitz, Stanley. 1993. "A Study that Deserves No Credit." Wall Street Journal, September 1, p. A14.

    Levine, David I. 1995. Reinventing the Workplace: How Business and Employees Can Both Win, Brookings Institution, Washington, D.C.

    Lindsey, Debby. 1997. "The mortgage industry's attitude on race, culture, and discrimination in lending." Paper presented at the Annual Meeting of the Eastern Economic Association, Arlington, VA, April.

    Lindsey, Lawrence B. 1995. "Foreword." In Fair Lending Analysis: A Compendium of Essays on the Use of Statistics, edited by Anthony M. Yezer (Washington, D.C.: American Bankers Association), pp. ix-xiv.

    Ling, David C., and Susan M. Wachter. 1998. "Information Externalities and Home Mortgage Underwriting." Journal of Urban Economics 44 (November): 317-332.

    Listokin, David and Elvin Wyly. 1998. Successful Lending Industry Strategies, Volume 1: Successful Strategies. New Brunswick, NJ: Center for Urban Policy Research.

    Longhofer, Stanley D. 1996a. "Cultural Affinity and Mortgage Discrimination." Economic Review 32 (3): 12-24.

    ________. 1996b. "Discrimination in Mortgage Lending: What Have We Learned?" Economic Commentary, Federal Reserve Bank of Cleveland, August 15.

    ________. 1995. "Rooting out discrimination in home mortgage lending."

    Economic Commentary (Federal Reserve Bank of Cleveland) (Nov):1-4.

    Maddala, G. S. and R. P. Trost. 1982. "On Measuring Discrimination in Loan Markets." Housing Finance Review 1: 245-268.

    Meyers, Samuel L., Jr., and Tsze Chan. 1995. "Racial Discrimination in Housing Markets: Accounting for Credit Risk." Social Science Quarterly 76 (September): 543-561.

    Milgrom, Paul, and John Roberts. 1995. "Complementarities and Fit: Strategy, Structure,

    and Organizational Change in Manufacturing," Journal of Accounting & Economics 19 (2) (Mar-May): 179-208.

    Munnell, Alicia H., Geoffrey M.B. Tootell, Lynn E. Browne, and James McEneaney. 1996. "Mortgage Lending in Boston: Interpreting HMDA Data." American Economic Review 86 (March): 25-53.

    Peterson, Richard L. 1981. "An Investigation of Sex Discrimination in Commercial Bank's Direct Consumer Lending." The Bell Journal of Economics 12 (2): 547-61.

    Phillips, and Anthony M. Yezer. 1995. "Self Selection and the Measurement of Bias and Risk in Mortgage Lending: Can You Price the Mortgage If You Don't Know the Process." Paper presented at the American Real Estate and Urban Economics Association Meetings, Washington, D.C., January.

    Phillips-Patrick, Fred J. and Clifford V. Rossi. 1996. "Statistical Evidence of Mortgage Redlining? A Cautionary Tale." Journal of Real Estate Research 11: 13-24.

    Quercia, Roberto G. and Michael A. Stegman. 1992. "Residential Mortgage Default: A Review of the Literature." Journal of Housing Research 3: 341-380.

    Rachlis, Mitchell B. and Anthony M. Yezer. 1993. "Serious Flaws in Statistical Tests for Discrimination in Mortgage Markets." Journal of Housing Research 4 (2): 315-336.

    Ritter, Richard. 1996. "The Decatur Federal Case: A Summary Report." In Mortgage Lending, Racial Discrimination, and Federal Policy, edited by John Goering and Ron Wienk. Washington, D.C.: Urban Institute Press.

    Rodda, David, and James E. Wallace. 1996. "Fair Lending Management: Using Influence Statistics to Identify Critical Mortgage Loan Applications." In Mortgage Lending, Racial Discrimination, and Federal Policy, edited by John Goering and Ron Wienk (Washington, D.C.: Urban Institute Press), pp. 531-560.

    Rosenblatt, Eric. 1997. "A Reconsideration of Discrimination in Mortgage Underwriting with Data from a National Mortgage Bank." Journal of Financial Services 11: 109-132.

    Ross, Stephen L. 1998. "Mortgage Lending, Sample Selection, and Default." Working Paper, University of Connecticut.

    ________. 1997. "Mortgage Lending Discrimination and Racial Differences in Loan Default: A Simulation Approach." Journal of Housing Research 8 (2): 277-297.

    ________. 1996a. "Mortgage Lending Discrimination and Racial Differences in Loan Default." Journal of Housing Research 7 (1): 117-126.

    ________. 1996b. "Flaws in the Use of Loan Defaults to Test for Mortgage Lending Discrimination." Cityscape: A Journal of Policy Development and Research.

    Ross, Stephen L. and Geoffrey M. B. Tootell. 1998. "Redlining, the Community Reinvestment Act, and Private Mortgage Insurance." Unpublished Manuscript.

    Schafer, Robert, and Helen F. Ladd. 1981. Discrimination in Mortgage Lending. Cambridge, MA: MIT Press.

    Schill, Michael H., and Susan M. Wachter. 1993. "A Tale of Two Cities: Racial and Ethnic Geographic Disparities in Home Mortgage Lending in Boston and Philadelphia." Journal of Housing Research 4 (2): 245-275.

    Schwemm, Robert G. 1992. Housing Discrimination: Law and Litigation, Deerfield, Illinois: Clark, Boardman, Callaghan.

    Shear, William B., and Anthony M.J. Yezer. 1985. "Discrimination in Urban Housing Finance: An Empirical Study Across Cities." Land Economics 61 (August): 292-302.

    Sickles, R.C. and P. Schmidt, P. 1978. "Simultaneous Equation Models with Truncated Dependent Variables: A Simultaneous Tobit Model." Journal of Economics and Business 31: 11-21.

    Siegelman, Peter. 1998. Racial Discrimination in ‘Everyday' Commercial Transactions: What Do We Know, What Do We Need to Know, and How Can We Find Out? Paper presented at the Urban Institute Conference on Testing for Racial and Ethnic Discrimination in American Economic Life. Washington, D.C.: The Urban Institute, March.

    Simmons, Pat. 1997. Housing Statistics of the United States. Lanham, Maryland: Bernan Press.

    Siskin, Bernard R. and Leonard A. Cupingood. 1996. "Use of Statistical Models to Provide Statistical Evidence of Discrimination in the Treatment of Mortgage Loan Applicants: A Study of One Lending Institution." In Mortgage Lending, Racial Discrimination, and Federal Policy, edited by John Goering and Ron Wienk (Washington, D.C.: Urban Institute Press), pp. 451-468.

    Smith, Shanna and Cathy Cloud. 1996. "The Role of Private, Nonprofit Fair Housing Enforcement Organizations in Lending Testing." In Mortgage Lending, Racial Discrimination, and Federal Policy, edited by John Goering and Ron Wienk. Washington, D.C.: Urban Institute Press.

    Temkin, Kenneth, et al. 1998. A Study of GSEs' Single Family Underwriting Guidelines. Report prepared for U.S. Department of Housing and Urban Development. Washington, D.C.: The Urban Institute, October.

    Tootell, Geoffrey M. B. 1996a. "Redlining in Boston: Do Mortgage Lenders Discriminate Against Neighborhoods." Quarterly Journal of Economics 111: 1049-1079.

    ________. 1996b. "Turning a Critical Eye on the Critics." In Mortgage Lending, Racial Discrimination, and Federal Policy, edited by John Goering and Ron Wienk (Washington, D.C.: Urban Institute Press), pp. 143-182.

    Turner, Margery Austin, Michael Fix, and Raymond Struyk. 1991. Opportunities Denied, Opportunities Diminished. Washington, D.C.: Urban Institute Press.

    Turner, Margery Austin, Raymond J. Struyk, and John Yinger. 1991. Housing Discrimination Study: Synthesis. Report prepared for U.S. Department of Housing and Urban Development. Washington, D.C.: The Urban Institute and Syracuse University, August.

    Van Order, Robert and Peter Zorn. 1995. "Testing for Discrimination: Combining Default and Rejection Data." In Fair Lending Analysis: A Compendium of Essays on the Use of Statistics, edited by Anthony M. Yezer (Washington, D.C.: American Bankers Association), pp. 105-112.

    Vantanian, Thomas, Robert Ledig, Alisa Babitz, William Browning and James Pitzer. 1995. The Fair Lending Guide. Little Falls, NJ: Glasser Legal Works.

    Williams A.O., W. Beranek, and J. Kenkel. 1974. "Default Risk in Urban Mortgages: A Pittsburgh Prototype Analysis." AREUEA Journal 2: 101-112.

    Yatchew, Adonis and Zvi Griliches. 1985. "Specification Error in Probit Models." Review of Economics and Statistics 67 (1): 134-139.

    Yezer, Anthony M. 1995. "Editor's Notes." In Fair Lending Analysis: A Compendium of Essays on the Use of Statistics, edited by Anthony M. Yezer (Washington, D.C.: American Bankers Association), pp. iii-vi.

    Yezer, Anthony M., R. Phillips, and R. Trost. 1994. "Bias in Estimates of Discrimination and Default in Mortgage Lending: The Effects of Simultaneity and

    Self-Selection." The Journal of Real Estate Finance and Economics 9: 197-216.

    Yin, Robert, 1989. Case Study Research: Design and Methods. Newbury Park, CA: Sage Publications.

    Yinger, John. 1998. "Evidence on Discrimination in Consumer Markets." Journal of Economic Perspectives 12 (Spring): 23-40.

    ________. 1996. "Discrimination in Mortgage Lending: A Literature Review." In Mortgage Lending, Racial Discrimination, and Federal Policy, edited by John Goering and Ron Wienk (Washington, D.C.: The Urban Institute Press), pp. 29-74.

    ________. 1995. Closed Doors, Opportunities Lost: The Continuing Costs of Housing Discrimination. New York: Russell Sage Foundation.

    ________. 1986. "Measuring Discrimination with Fair Housing Audits: Caught in the Act." American Economic Review 76 (December): 881-893.

    Zandi, M. 1993. "Boston Fed's Study was Deeply Flawed." American Banker, August 19, p. 13.

    Zuboff, Shoshana. 1984. In the Age of the Smart Machine, New York: Basic Books.

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