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 Under Specified Models and Detection of Discrimination written by Jason Dietrich and published by . This book was released on 2004 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This study examines how omitted variables affect underwriting models the OCC estimates during fair lending examinations. The purpose is to assess the effects of omitted variable bias common to most studies of discrimination in mortgage lending. The results show 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 concerning the direction of bias based on assumptions about correlations between omitted variables and race.
Download or read book Under specified Models and Detection of Discrimination in Mortgage Lending written by 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 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 Fair Lending Analysis of Mortgage Pricing written by Yan Zhang and published by . This book was released on 2010 with total page 36 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 Journal of Housing Research written by and published by . This book was released on 2006 with total page 1430 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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 Fair Lending Compliance written by Clark R. Abrahams and published by John Wiley & Sons. This book was released on 2008-01-02 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Fair Lending ComplianceIntelligence and Implications for Credit Risk Management "Brilliant and informative. An in-depth look at innovative approaches to credit risk management written by industry practitioners. This publication will serve as an essential reference text for those who wish to make credit accessible to underserved consumers. It is comprehensive and clearly written." --The Honorable Rodney E. Hood "Abrahams and Zhang's timely treatise is a must-read for all those interested in the critical role of credit in the economy. They ably explore the intersection of credit access and credit risk, suggesting a hybrid approach of human judgment and computer models as the necessary path to balanced and fair lending. In an environment of rapidly changing consumer demographics, as well as regulatory reform initiatives, this book suggests new analytical models by which to provide credit to ensure compliance and to manage enterprise risk." --Frank A. Hirsch Jr., Nelson Mullins Riley & Scarborough LLP Financial Services Attorney and former general counsel for Centura Banks, Inc. "This book tackles head on the market failures that our current risk management systems need to address. Not only do Abrahams and Zhang adeptly articulate why we can and should improve our systems, they provide the analytic evidence, and the steps toward implementations. Fair Lending Compliance fills a much-needed gap in the field. If implemented systematically, this thought leadership will lead to improvements in fair lending practices for all Americans." --Alyssa Stewart Lee, Deputy Director, Urban Markets Initiative The Brookings Institution "[Fair Lending Compliance]...provides a unique blend of qualitative and quantitative guidance to two kinds of financial institutions: those that just need a little help in staying on the right side of complex fair housing regulations; and those that aspire to industry leadership in profitably and responsibly serving the unmet credit needs of diverse businesses and consumers in America's emerging domestic markets." --Michael A. Stegman, PhD, The John D. and Catherine T. MacArthur Foundation, Duncan MacRae '09 and Rebecca Kyle MacRae Professor of Public Policy Emeritus, University of North Carolina at Chapel Hill
Download or read book Home Mortgage Disclosure Act newly collected data and what it means hearing written by and published by DIANE Publishing. This book was released on with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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 Can the Poor Save written by Michael Sherraden and published by Routledge. This book was released on 2017-09-08 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many policymakers argue that the best poverty policy not only provides cash to the poor for subsistence but also incentives and structures that encourage long-term social and economic improvement. As part of this, they make the case for Individual Development Accounts (IDAs), a new policy proposal designed to help the poor save and to build assets. This book explores IDAs to determine their effectiveness. IDAs are matched savings accounts targeted on low-income, low-wealth individuals. Savings in IDAs are used for home ownership, post-secondary education, small business development, and other purposes. Do IDAs work? If they do, for whom? And does how an IDA is designed determine savings outcomes? This volume is the first analysis of matched savings by the poor to use data from monthly bank statements. It comes at a critical time, as debate rages over the merits of individual social security accounts. IDAs also respond to policy that is becoming more asset based and less inclusive of the poor. The authors argue for the efficacy of IDAs to counter this tendency. They find that while savings outcomes vary among participants, no characteristics (such as low income or public assistance) preclude saving. They examine effects of IDA design (the match rate, savings targets, and the use of automatic transfer) on savings results and analyze factors that influence varying rates of saving and spending over time. They conclude that financial education and other support services, though costly, improve savings performance. To address the issue of cost they suggest a two-tier system of IDA design, one with broad access and simple services and the other with targeted access and intensive services. Can the Poor Save? offers a wealth of lessons to those interested in saving and asset accumulation among the poor. It not only breaks new ground in the scientific study of savings behavior, but also offers concrete, evidence-based recommendations to improve policies designed to encourage the poor to save and how to make such policies more inclusive.
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.
Download or read book Home Mortgage Disclosure Act written by United States. Congress. House. Committee on Financial Services. Subcommittee on Financial Institutions and Consumer Credit and published by . This book was released on 2007 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt:
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 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 Economic Issues for a Model of Mortgage Lending to Detect Discrimination written by Harold C. Nathan and published by . This book was released on 1978 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt:
