Download or read book Credit Data and Scoring written by Eric Rosenblatt and published by Academic Press. This book was released on 2020-01-07 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Credit Data and Scoring: The First Triumph of Big Data and Big Algorithms illuminates the often-hidden practice of predicting an individual's economic responsibility. Written by a leading practitioner, it examines the international implications of US leadership in credit scoring and what other countries have learned from it in building their own systems. Through its comprehensive contemporary perspective, the book also explores how algorithms and big data are driving the future of credit scoring. By revealing a new big picture and data comparisons, it delivers useful insights into legal, regulatory and data manipulation.

Download or read book Credit Scores Credit Reports written by Evan Hendricks and published by . This book was released on 2004 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a consumer instruction manual for the credit reporting and credit scoring systems. Although these credit systems directly effect the financial standing of millions of Americans, few people understand them.

Download or read book Credit Repair Kit For Dummies written by Steve Bucci and published by John Wiley & Sons. This book was released on 2008-07-28 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now, you can finally end the cycle of bad credit and get back on your feet by following the step-by-step advice and tools in Credit Repair Kit For Dummies, 2nd Edition. You’ll find out everything you need to know about creating a solid plan to get your credit back on track. You’ll discover how to find your credit report, review all of the information in it, and learn how you can repair and spruce it up. You’ll learn how to communicate with creditors and how to budget so that you can pay your bills in full and on time. You’ll learn how to apply these credit strategies to all life situations, from building credit with your life partner to financially surviving a divorce, unemployment, and student loans. You will find out how to safe-guard your identity so that other people don’t damage your credit. Find out how to: Take charge of your credit Get help from credit counselors Request copies of your credit report Know how to interpret your credit report and credit score Avoid foreclosure Communicate with collectors, lawyers, and the courts Manage medical debt Safe-guard your identity Complete with lists of ten tips to avoid identity theft and reduce damages, ten ways you can prevent foreclosure, ten methods for establishing and improving credit, and ten strategies for handling financial emergencies, Credit Repair Kit For Dummies, 2nd Edition is your one-stop guide to improving and maintaining your credit score and protecting your identity. Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

Download or read book Data Science for Economics and Finance written by Sergio Consoli and published by Springer Nature. This book was released on 2021 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book covers the use of data science, including advanced machine learning, big data analytics, Semantic Web technologies, natural language processing, social media analysis, time series analysis, among others, for applications in economics and finance. In addition, it shows some successful applications of advanced data science solutions used to extract new knowledge from data in order to improve economic forecasting models. The book starts with an introduction on the use of data science technologies in economics and finance and is followed by thirteen chapters showing success stories of the application of specific data science methodologies, touching on particular topics related to novel big data sources and technologies for economic analysis (e.g. social media and news); big data models leveraging on supervised/unsupervised (deep) machine learning; natural language processing to build economic and financial indicators; and forecasting and nowcasting of economic variables through time series analysis. This book is relevant to all stakeholders involved in digital and data-intensive research in economics and finance, helping them to understand the main opportunities and challenges, become familiar with the latest methodological findings, and learn how to use and evaluate the performances of novel tools and frameworks. It primarily targets data scientists and business analysts exploiting data science technologies, and it will also be a useful resource to research students in disciplines and courses related to these topics. Overall, readers will learn modern and effective data science solutions to create tangible innovations for economic and financial applications.

Download or read book Credit Scoring and Its Applications Second Edition written by Lyn Thomas and published by SIAM. This book was released on 2017-08-16 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Credit Scoring and Its Applications?is recognized as the bible of credit scoring. It contains a comprehensive review of the objectives, methods, and practical implementation of credit and behavioral scoring. The authors review principles of the statistical and operations research methods used in building scorecards, as well as the advantages and disadvantages of each approach. The book contains a description of practical problems encountered in building, using, and monitoring scorecards and examines some of the country-specific issues in bankruptcy, equal opportunities, and privacy legislation. It contains a discussion of economic theories of consumers' use of credit, and readers will gain an understanding of what lending institutions seek to achieve by using credit scoring and the changes in their objectives.? New to the second edition are lessons that can be learned for operations research model building from the global financial crisis, current applications of scoring, discussions on the Basel Accords and their requirements for scoring, new methods for scorecard building and new expanded sections on ways of measuring scorecard performance. And survival analysis for credit scoring. Other unique features include methods of monitoring scorecards and deciding when to update them, as well as different applications of scoring, including direct marketing, profit scoring, tax inspection, prisoner release, and payment of fines.?

Download or read book Consumer Credit and the American Economy written by Thomas A. Durkin and published by . This book was released on 2014 with total page 737 pages. Available in PDF, EPUB and Kindle. Book excerpt: Consumer Credit and the American Economy examines the economics, behavioral science, sociology, history, institutions, law, and regulation of consumer credit in the United States. After discussing the origins and various kinds of consumer credit available in today's marketplace, this book reviews at some length the long run growth of consumer credit to explore the widely held belief that somehow consumer credit has risen "too fast for too long." It then turns to demand and supply with chapters discussing neoclassical theories of demand, new behavioral economics, and evidence on production costs and why consumer credit might seem expensive compared to some other kinds of credit like government finance. This discussion includes review of the economics of risk management and funding sources, as well discussion of the economic theory of why some people might be limited in their credit search, the phenomenon of credit rationing. This examination includes review of issues of risk management through mathematical methods of borrower screening known as credit scoring and financial market sources of funding for offerings of consumer credit. The book then discusses technological change in credit granting. It examines how modern automated information systems called credit reporting agencies, or more popularly "credit bureaus," reduce the costs of information acquisition and permit greater credit availability at less cost. This discussion is followed by examination of the logical offspring of technology, the ubiquitous credit card that permits consumers access to both payments and credit services worldwide virtually instantly. After a chapter on institutions that have arisen to supply credit to individuals for whom mainstream credit is often unavailable, including "payday loans" and other small dollar sources of loans, discussion turns to legal structure and the regulation of consumer credit. There are separate chapters on the theories behind the two main thrusts of federal regulation to this point, fairness for all and financial disclosure. Following these chapters, there is another on state regulation that has long focused on marketplace access and pricing. Before a final concluding chapter, another chapter focuses on two noncredit marketplace products that are closely related to credit. The first of them, debt protection including credit insurance and other forms of credit protection, is economically a complement. The second product, consumer leasing, is a substitute for credit use in many situations, especially involving acquisition of automobiles. This chapter is followed by a full review of consumer bankruptcy, what happens in the worst of cases when consumers find themselves unable to repay their loans. Because of the importance of consumer credit in consumers' financial affairs, the intended audience includes anyone interested in these issues, not only specialists who spend much of their time focused on them. For this reason, the authors have carefully avoided academic jargon and the mathematics that is the modern language of economics. It also examines the psychological, sociological, historical, and especially legal traditions that go into fully understanding what has led to the demand for consumer credit and to what the markets and institutions that provide these products have become today.

Download or read book Dear Debt written by Melanie Lockert and published by Coventry House Publishing. This book was released on 2016-08-12 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: In her debut book Dear Debt, personal finance expert Melanie Lockert combines her endearing and humorous personal narrative with practical tools to help readers overcome the crippling effects of debt. Drawing from her personal experience of paying off eighty thousand dollars of student loan debt, Melanie provides a wealth of money-saving tips to help her community of debt fighters navigate the repayment process, increase current income, and ultimately become debt-free. By breaking down complex financial concepts into clear, manageable tools and step-by-step processes, Melanie has provided a venerable guide to overcoming debt fatigue and obtaining financial freedom. Inside Dear Debt you will learn to: • Find the debt repayment strategy most effective for your needs • Avoid spending temptations by knowing your triggers • Replace expensive habits with cheaper alternatives • Become a frugal friend without being rude • Start a side hustle to boost your current income • Negotiate your salary to maximize value • Develop a financial plan for life after debt

Download or read book Creditworthy written by Josh Lauer and published by Columbia University Press. This book was released on 2017-07-25 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first consumer credit bureaus appeared in the 1870s and quickly amassed huge archives of deeply personal information. Today, the three leading credit bureaus are among the most powerful institutions in modern life—yet we know almost nothing about them. Experian, Equifax, and TransUnion are multi-billion-dollar corporations that track our movements, spending behavior, and financial status. This data is used to predict our riskiness as borrowers and to judge our trustworthiness and value in a broad array of contexts, from insurance and marketing to employment and housing. In Creditworthy, the first comprehensive history of this crucial American institution, Josh Lauer explores the evolution of credit reporting from its nineteenth-century origins to the rise of the modern consumer data industry. By revealing the sophistication of early credit reporting networks, Creditworthy highlights the leading role that commercial surveillance has played—ahead of state surveillance systems—in monitoring the economic lives of Americans. Lauer charts how credit reporting grew from an industry that relied on personal knowledge of consumers to one that employs sophisticated algorithms to determine a person's trustworthiness. Ultimately, Lauer argues that by converting individual reputations into brief written reports—and, later, credit ratings and credit scores—credit bureaus did something more profound: they invented the modern concept of financial identity. Creditworthy reminds us that creditworthiness is never just about economic "facts." It is fundamentally concerned with—and determines—our social standing as an honest, reliable, profit-generating person.

Download or read book The Fair Credit Reporting Act and Issues Presented by Reauthorization of the Expiring Preemption Provisions written by United States. Congress. Senate. Committee on Banking, Housing, and Urban Affairs and published by . This book was released on 2004 with total page 718 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Deep Learning for Coders with fastai and PyTorch written by Jeremy Howard and published by O'Reilly Media. This book was released on 2020-06-29 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala

Download or read book The Ethical Algorithm written by Michael Kearns and published by . This book was released on 2020 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithms have made our lives more efficient and entertaining--but not without a significant cost. Can we design a better future, one in which societial gains brought about by technology are balanced with the rights of citizens? The Ethical Algorithm offers a set of principled solutions based on the emerging and exciting science of socially aware algorithm design.

Download or read book Dietary Supplements written by United States. Federal Trade Commission. Bureau of Consumer Protection and published by . This book was released on 1998 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Credit Scores Credit Reports written by Evan Hendricks and published by . This book was released on 2004 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a consumer instruction manual for the credit reporting and credit scoring systems. Although these credit systems directly effect the financial standing of millions of Americans, few people understand them.

Download or read book Credit Reports written by United States. Congress. Senate. Committee on Commerce, Science, and Transportation. Subcommittee on Consumer Protection, Product Safety, and Insurance and published by . This book was released on 2013 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Credit reports written by United States. Congress. House. Committee on Financial Services and published by . This book was released on 2007 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Under Section 318 and 319 of the Fair and Accurate Credit Transaction Act of 2003 written by and published by DIANE Publishing. This book was released on with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book An Overview of the Credit Reporting System 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 2015 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: