Credit Risk Management

Credit Risk Management
Author: H. A. Schaeffer, Jr.
Publisher: Wiley
Total Pages: 0
Release: 2000-01-26
Genre: Business & Economics
ISBN: 9780471350200

How to decide when to say "yes" to a credit applicant-without jeopardizing your reputation or your company's bottom line Deciding whether a credit applicant is ultimately creditworthy involves more than just poring over their financial statements-it takes the kind of advice only an experienced credit expert, like Hal Schaeffer, can give. A 28-year veteran of the credit screening process, Schaeffer outlines the nuts-and-bolts of assessing a credit applicant's financial health and ability to make good on a line of credit. In part one's clear, four-part "A, B, C, D" format (A is for Analysis, B is for Building Essential Business Credit Information, C is for Considering All Factors,and D is for Decision), the author examines a prospective borrower from every angle, using formulas, checklists of what to look for, and available outside information sources (from Dun & Bradstreet to the Internet) to get a genuine picture of an applicant's current finances and degree of credit risk. Also outlined are the financial, credit, and business factors that go into a "sound business credit decision" a guideline for consolidating facts to vindicate your decision, as well as a series of twelve chapter-length case studies (contained in part two). Discussion includes: * Determining the cost and accuracy of financial information * Isolating information gaps in financial records * The actual costs (including total/partial loss of sale, insurance fees) and value (including future sales to the customer) to your company if credit is extended * The exact nature of the sale-large (or small); one-time deal or continuous; the expected profit margin * The controls your company has over the customer Complete with twelve chapter-length real-world case studies of problems typically encountered (with detailed solutions), Credit Risk Management offers practical, no-nonsense advice on how to minimize the risks-and maximize the benefits-to you and your company when you finally say "yes" to an applicant.

Banking Strategy, Credit Appraisal, and Lending Decisions

Banking Strategy, Credit Appraisal, and Lending Decisions
Author: Hrishikesh Bhattacharya
Publisher: Oxford University Press
Total Pages: 711
Release: 2011-10-03
Genre: Business & Economics
ISBN: 019908856X

This book provides a thorough analysis of capital strategies, asset–liabilities management, and lending strategies within the overall framework of a lending organization. It presents methadologies for risk analysis, credit appraisal, and lending decisions with specific examples. Taking into account recent global developments, this revised edition includes three new chapters which discuss the impact of capital regulation on the risk attiude and profitability of banks, strategies to protect banks from a liquidity crisis, and the need for a portfolio approach in developing models for credit exposure and loan management within a risk–return framework. Using real life examples and case studies, this book imparts students and prefessionals wih required skills to manage finance and credit in banking and related fields in the financial sector. It is essential reading for researchers, aspiring and practising chartered accountants, bankers, financial analysts, and credit managers.

Intelligent Credit Scoring

Intelligent Credit Scoring
Author: Naeem Siddiqi
Publisher: John Wiley & Sons
Total Pages: 469
Release: 2017-01-10
Genre: Business & Economics
ISBN: 1119279151

A better development and implementation framework for credit risk scorecards Intelligent Credit Scoring presents a business-oriented process for the development and implementation of risk prediction scorecards. The credit scorecard is a powerful tool for measuring the risk of individual borrowers, gauging overall risk exposure and developing analytically driven, risk-adjusted strategies for existing customers. In the past 10 years, hundreds of banks worldwide have brought the process of developing credit scoring models in-house, while ‘credit scores' have become a frequent topic of conversation in many countries where bureau scores are used broadly. In the United States, the ‘FICO' and ‘Vantage' scores continue to be discussed by borrowers hoping to get a better deal from the banks. While knowledge of the statistical processes around building credit scorecards is common, the business context and intelligence that allows you to build better, more robust, and ultimately more intelligent, scorecards is not. As the follow-up to Credit Risk Scorecards, this updated second edition includes new detailed examples, new real-world stories, new diagrams, deeper discussion on topics including WOE curves, the latest trends that expand scorecard functionality and new in-depth analyses in every chapter. Expanded coverage includes new chapters on defining infrastructure for in-house credit scoring, validation, governance, and Big Data. Black box scorecard development by isolated teams has resulted in statistically valid, but operationally unacceptable models at times. This book shows you how various personas in a financial institution can work together to create more intelligent scorecards, to avoid disasters, and facilitate better decision making. Key items discussed include: Following a clear step by step framework for development, implementation, and beyond Lots of real life tips and hints on how to detect and fix data issues How to realise bigger ROI from credit scoring using internal resources Explore new trends and advances to get more out of the scorecard Credit scoring is now a very common tool used by banks, Telcos, and others around the world for loan origination, decisioning, credit limit management, collections management, cross selling, and many other decisions. Intelligent Credit Scoring helps you organise resources, streamline processes, and build more intelligent scorecards that will help achieve better results.

Emerging Market Bank Lending and Credit Risk Control

Emerging Market Bank Lending and Credit Risk Control
Author: Leonard Onyiriuba
Publisher: Academic Press
Total Pages: 739
Release: 2015-08-03
Genre: Law
ISBN: 0128034475

Using a framework of volatile markets Emerging Market Bank Lending and Credit Risk Control covers the theoretical and practical foundations of contemporary credit risk with implications for bank management. Drawing a direct connection between risk and its effects on credit analysis and decisions, the book discusses how credit risk should be correctly anticipated and its impact mitigated within framework of sound credit culture and process in line with the Basel Accords. This is the only practical book that specifically guides bankers through the analysis and management of the peculiar credit risks of counterparties in emerging economies. Each chapter features a one-page overview that introduces its subject and its outcomes. Chapters include summaries, review questions, references, and endnotes. Emphasizes bank credit risk issues peculiar to emerging economies Explains how to attain asset and portfolio quality through efficient lending and credit risk management in high risk-prone emerging economies Presents a simple structure, devoid of complex models, for creating, assessing and managing credit and portfolio risks in emerging economies Provides credit risk impact mitigation strategies in line with the Basel Accords

Surviving Debt

Surviving Debt
Author:
Publisher:
Total Pages: 0
Release: 2024
Genre: Consumer credit
ISBN: 9781602482104

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance
Author: El Bachir Boukherouaa
Publisher: International Monetary Fund
Total Pages: 35
Release: 2021-10-22
Genre: Business & Economics
ISBN: 1589063953

This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.

Consumer Credit and the American Economy

Consumer Credit and the American Economy
Author: Thomas A. Durkin
Publisher:
Total Pages: 737
Release: 2014
Genre: Business & Economics
ISBN: 0195169921

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.

Credit Risk Scorecards

Credit Risk Scorecards
Author: Naeem Siddiqi
Publisher: John Wiley & Sons
Total Pages: 124
Release: 2012-06-29
Genre: Business & Economics
ISBN: 1118429168

Praise for Credit Risk Scorecards "Scorecard development is important to retail financial services in terms of credit risk management, Basel II compliance, and marketing of credit products. Credit Risk Scorecards provides insight into professional practices in different stages of credit scorecard development, such as model building, validation, and implementation. The book should be compulsory reading for modern credit risk managers." —Michael C. S. Wong Associate Professor of Finance, City University of Hong Kong Hong Kong Regional Director, Global Association of Risk Professionals "Siddiqi offers a practical, step-by-step guide for developing and implementing successful credit scorecards. He relays the key steps in an ordered and simple-to-follow fashion. A 'must read' for anyone managing the development of a scorecard." —Jonathan G. Baum Chief Risk Officer, GE Consumer Finance, Europe "A comprehensive guide, not only for scorecard specialists but for all consumer credit professionals. The book provides the A-to-Z of scorecard development, implementation, and monitoring processes. This is an important read for all consumer-lending practitioners." —Satinder Ahluwalia Vice President and Head-Retail Credit, Mashreqbank, UAE "This practical text provides a strong foundation in the technical issues involved in building credit scoring models. This book will become required reading for all those working in this area." —J. Michael Hardin, PhD Professor of StatisticsDepartment of Information Systems, Statistics, and Management ScienceDirector, Institute of Business Intelligence "Mr. Siddiqi has captured the true essence of the credit risk practitioner's primary tool, the predictive scorecard. He has combined both art and science in demonstrating the critical advantages that scorecards achieve when employed in marketing, acquisition, account management, and recoveries. This text should be part of every risk manager's library." —Stephen D. Morris Director, Credit Risk, ING Bank of Canada