Download or read book Evaluating Statistical Models of Mortgage Lending Discrimination written by Mitchell Stengel and published by . This book was released on 1995 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Evaluating Statistical Models of Mortgage Lending Discrimination written by Mitchell Stengel and published by . This book was released on 1999 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: We present our efforts to develop bank-specific models to test for the presence of mortgage lending discrimination. We discuss the potential for selection and simultaneity biases and delineate the conditions under which a single-equation model is appropriate. The results from three national banks demonstrate that, by incorporating the specific underwriting guidelines of each bank, our alternative approach significantly improves the ability of the model to explain the outcomes of the mortgage lending decision process when compared to a single generic specification applied across all banks. Our results also demonstrate the difficulties encountered in attempting to incorporate the specifics of a bank's underwriting criteria and the remaining potential for omitted-variables problems.
Download or read book Under specified Models and Detection of Discrimination in Mortgage Lending written by Jason Lynn Dietrich and published by . This book was released on 2003 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Most empirical studies of discrimination in mortgage lending can be criticized for omitted variable bias. With access to data and policy guidelines typically unavailable to researchers, the OCC is in a unique position to assess the importance of omitted variables on fair lending models. This study examines how variables available to the OCC, but often unavailable to researchers, affect estimates from statistical models and identification of outliers for manual review. The results show that omitted variables have an important impact on both the estimate of the effect of race and on the identification of outliers for review. Further, there appears to be no consistent patterns to the direction of these impacts. This suggests that it is inappropriate to make generalizations about the potential direction of bias based on assumptions about the correlations between omitted variables and race"--Office of the Comptroller of the Currency web site.
Download or read book Mortgage Lending Racial Discrimination and Federal Policy written by John Goering and published by Routledge. This book was released on 2018-12-20 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: First published in 1997, this volume features a wealth of contributions discussing mortgage lending discrimination and the role of the FHA, fair lending enforcement and the Decatur case, along with the future of mortgage discrimination research. This key civil rights debate in the wake of the Fair Housing Act 25 years prior is evaluated and clarified through rigorous review of fair lending research, applied projects and enforcement activities to date. It argues forcefully that the right to take out a mortgage to buy a home should be conditioned only upon one’s credit worthiness and not on one’s race or ethnic group.
Download or read book What We Know About Mortgage Lending Discrimination in America written by Margery Austin Turner and published by DIANE Publishing. This book was released on 2000-07 with total page 69 pages. Available in PDF, EPUB and Kindle. Book excerpt: The U.S. Department of Housing and Human Development (HUD) presents the report "What We Know About Mortgage Lending Discrimination in America." The report outlines how discrimination can affect access to mortgage capital for minorities.
Download or read book Discrimination in Home Mortgage Lending written by United States. Congress. Senate. Committee on Banking, Housing, and Urban Affairs. Subcommittee on Consumer and Regulatory Affairs and published by . This book was released on 1990 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Fair Lending Analysis written by Anthony Yezer and published by . This book was released on 1995 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Discrimination in Financial Services written by George J. Benston and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Equal treatment in access to credit has long been a fundamental social goal in the United States. However, despite the passage of several laws in the U.S. prohibiting discrimination in the provision of financial services on the basis of race, gender, and marital status, among other factors, questions concerning the existence of racial discrimination in such areas as home mortgage loans and small business credit continue, and confound public policy makers. This book is composed of nine articles and a panel discussion, originally published as a special issue of the Journal of Financial Services Research. These contributions explore the complex issue of discrimination in financial services.
Download or read book Truth in Business and Home Lending Discrimination written by Wilbert Smith Jr and published by AuthorHouse. This book was released on 2008-01-02 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although the existence of statistical disparities between whites and minorities in the extension home mortgage loans is acknowledged by all parties, disagreement exists as to the reasons for these disparities. Equal opportunity activists contend that racial discrimination by mortgage lending institutions is a contributing, if not the primary, source of these patterns. Other parties, however, suggest that the patterns reflect fundamental differences in the economic circumstances of population groups.
Download or read book Discrimination Competition and Loan Performance in FHA Mortgage Lending written by James A. Berkovec and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This study tests for the presence of prejudicial or quot;noneconomicquot; discrimination on the part of mortgage lenders by evaluating the performance of home mortgage loans. The approach differs from that of previous studies of loan performance in that it is based on the proposition that noneconomic discrimination should be more pronounced in less competitive lending environments, while statistical discrimination should not. Using a rich set of FHA-insured loan records and measures of local market concentration to proxy the competitive environment, we test for the prediction of better loan performance by minority borrowers relative to white borrowers in more concentrated markets. We argue that this approach substantially reduces the potential for omitted-variable bias that has cast a shadow on previous studies of lending discrimination. Results fail to reject the null hypothesis of no noneconomic discrimination.
Download or read book Mortgage Discrimination written by United States. Congress. Senate. Committee on Banking, Housing, and Urban Affairs. Subcommittee on Consumer and Regulatory Affairs and published by . This book was released on 1990 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Mortgage Lending Discrimination written by United States. Congress. House. Committee on Financial Services and published by . This book was released on 2008 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Color of Credit written by Stephen L. Ross and published by MIT Press. This book was released on 2002-11-08 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: An analysis of current findings on mortgage-lending discrimination and suggestions for new procedures to improve its detection. In 2000, homeownership in the United States stood at an all-time high of 67.4 percent, but the homeownership rate was more than 50 percent higher for non-Hispanic whites than for blacks or Hispanics. Homeownership is the most common method for wealth accumulation and is viewed as critical for access to the most desirable communities and most comprehensive public services. Homeownership and mortgage lending are linked, of course, as the vast majority of home purchases are made with the help of a mortgage loan. Barriers to obtaining a mortgage represent obstacles to attaining the American dream of owning one's own home. These barriers take on added urgency when they are related to race or ethnicity. In this book Stephen Ross and John Yinger discuss what has been learned about mortgage-lending discrimination in recent years. They re-analyze existing loan-approval and loan-performance data and devise new tests for detecting discrimination in contemporary mortgage markets. They provide an in-depth review of the 1996 Boston Fed Study and its critics, along with new evidence that the minority-white loan-approval disparities in the Boston data represent discrimination, not variation in underwriting standards that can be justified on business grounds. Their analysis also reveals several major weaknesses in the current fair-lending enforcement system, namely, that it entirely overlooks one of the two main types of discrimination (disparate impact), misses many cases of the other main type (disparate treatment), and insulates some discriminating lenders from investigation. Ross and Yinger devise new procedures to overcome these weaknesses and show how the procedures can also be applied to discrimination in loan-pricing and credit-scoring.
Download or read book Discrimination and Mortgage Lending in Boston written by Cullen F. Goenner and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: In 1992 the Federal Reserve Bank of Boston conducted an analysis that examined the effects of race on mortgage lending in the Boston Metropolitan Statistical Area. Collecting data on all the possibly relevant information used in the lending process, they find when controlling for a subset of this information that race has a statistically significant effect on the decision to reject a mortgage application. Other researchers, using the same dataset, have shown that analysis of alternative subsets of the variables significantly reduces the effects of race. While theory should guide variable selection, there is often no unique theory to explain social science. In such cases, uncertainty in model specification causes one to be uncertain as to the true effects of the variables of interest. This paper accounts for the effects of model uncertainty by using Bayesian model averaging and finds a reduced effect of race and weakened evidence concerning the statistical significance of the effect.
Download or read book Searching for Age and Gender Discrimination in Mortgage Lending written by Jason Dietrich and published by . This book was released on 2005 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Residential Mortgage Lending Discrimination and Lender Risk Compensating Policies written by Henry Buist and published by . This book was released on 2012 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The Boston Federal Reserve study (Munnell et al. 1996) concluded that illegal discrimination is a statistically significant contributor to the observed gap between white and minority residential-mortgage rejection rates. The Boston study speculated that discrimination arises because lenders do not equally apply risk compensation or mitigation policies for imperfect loans. Using the same 1990 Boston loan application data, our study specifically examines the relation between compensating policies and discrimination. Since compensating policies are encouraged by secondary-mortgage-market sale guidelines, we model both the lender's origination decision and its loan sale decision. Using a rule-based artificial-intelligence technique applied to each lender, we infer compensating policies (rules) that equally apply to all races and explain lending decisions. A minority-race indicator loses its statistical significance when an indicator of compensating-policy violations appears in the loan acceptreject equation. This result reflects the fact that the risk levels of marginal minority loans tend to be more extreme than those of marginal white loans. However, the result does not necessarily reject the existence of discrimination. Equally applied policies may be empirically indistinguishable from unfairly applied policies. In addition, equally applied policies may fail the adverse-impact doctrine if they do not serve a business necessity (such as profits). The industry's move away from discretionary, rule-based decisions to mortgage scoring answers the need for a decision framework that rigorously uses loan performance to evaluate all loan applicants fairly.
Download or read book Discrimination in Mortgage Lending written by Robert Schafer and published by MIT Press (MA). This book was released on 1981 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book substitutes rigorous and systematic analysis for the undocumented claims that have characterized the debate on "redlining"--the denial of mortgage money to poorer neighborhoods. In addition, Schafer and Ladd discuss discrimination against individuals, appraisal practices, and the likelihood of default, analyze recent policy decisions, and recommend a range of new policies. The thorough documentation that supports this analysis was obtained through an examination of individual mortgage applications--denials as well as approvals--in New York and California, the only two states in which such data is available, its disclosure mandated under state law.One of the book's major findings is that discrimination in home financing is based far more on an individual's race than on the location of the property--that although the redlining debate has turned on the issue of geographic discrimination, the underlying reality is one of racial discrimination, and individuals are more often the targets than are neighborhoods.After an introductory chapter, "Discrimination in Mortgage Lending" takes up default risk in mortgage lending, appraisal practices, the flow of funds, lending decision models, the decision to lend in California, mortgage credit terms in California, the decision to lend in New York, mortgage credit terms in New York, a summary of results, and recommendations.
