Analysis and Improvement of the Consumer Credit Risk Management Process, Product and Technology PDF Download

Author: Satish Guru Nathan
Publisher:
ISBN:
Category :
Languages : en
Pages : 78

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Author: El Bachir Boukherouaa
Publisher: International Monetary Fund
ISBN: 1589063953
Category : Business & Economics
Languages : en
Pages : 35

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Book Description
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.

Author: Jing Jian Xiao
Publisher: Springer
ISBN: 3319288873
Category : Psychology
Languages : en
Pages : 379

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Book Description
This second edition of the authoritative resource summarizes the state of consumer finance research across disciplines for expert findings on—and strategies for enhancing—consumers’ economic health. New and revised chapters offer current research insights into familiar concepts (retirement saving, bankruptcy, marriage and finance) as well as the latest findings in emerging areas, including healthcare costs, online shopping, financial therapy, and the neuroscience behind buyer behavior. The expanded coverage also reviews economic challenges of diverse populations such as ethnic groups, youth, older adults, and entrepreneurs, reflecting the ubiquity of monetary issues and concerns. Underlying all chapters is the increasing importance of financial literacy training and other large-scale interventions in an era of economic transition. Among the topics covered: Consumer financial capability and well-being. Advancing financial literacy education using a framework for evaluation. Financial coaching: defining an emerging field. Consumer finance of low-income families. Financial parenting: promoting financial self-reliance of young consumers. Financial sustainability and personal finance education. Accessibly written for researchers and practitioners, this Second Edition of the Handbook of Consumer Finance Research will interest professionals involved in improving consumers’ fiscal competence. It also makes a worthwhile text for graduate and advanced undergraduate courses in economics, family and consumer studies, and related fields.

Author: Alejandro Dominguez
Publisher:
ISBN: 9781730982972
Category :
Languages : en
Pages : 210

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Book Description
Credit Risk Management is an invisible and omnipresent influence in everyone's lives. Somewhere, someone is making decisions about the interest rates and fees you will have to pay in order to have a an auto loan, a mortgage, a credit card or any other type of financial product.While banks and credit bureaus try to make an effort to "educate" the public about the importance of managing debt, and while there are resources to help you get out of it, there are few resources or books to explain how this industry works: How decisions are made; how they make or lose money; and what's in the mind of the employees of those institutions.This book is for anyone who uses credit products or anyone who is planning to start a career in the Consumer Credit industry. Business analysts will find useful overviews of most of the products offered by this industry.This is a non technical review, meaning that we don't go deep into the math, statistics and quantitative modeling required for decision making, instead, the tone is conversational and light.

Author: Sylvain Bouteille
Publisher: John Wiley & Sons
ISBN: 1118300203
Category : Business & Economics
Languages : en
Pages : 44

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Book Description
A comprehensive guide to credit risk management The Handbook of Credit Risk Management presents a comprehensive overview of the practice of credit risk management for a large institution. It is a guide for professionals and students wanting a deeper understanding of how to manage credit exposures. The Handbook provides a detailed roadmap for managing beyond the financial analysis of individual transactions and counterparties. Written in a straightforward and accessible style, the authors outline how to manage a portfolio of credit exposures--from origination and assessment of credit fundamentals to hedging and pricing. The Handbook is relevant for corporations, pension funds, endowments, asset managers, banks and insurance companies alike. Covers the four essential aspects of credit risk management: Origination, Credit Risk Assessment, Portfolio Management and Risk Transfer. Provides ample references to and examples of credit market services as a resource for those readers having credit risk responsibilities. Designed for busy professionals as well as finance, risk management and MBA students. As financial transactions grow more complex, proactive management of credit portfolios is no longer optional for an institution, but a matter of survival.

Author: Helen McNab
Publisher:
ISBN: 9780852977170
Category : Banks and banking
Languages : en
Pages : 266

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Book Description
This text has become accepted as the leading reference work used by those within the consumer credit industry. Winner of the Credit Today Product of the Year Award in 2000, the first edition was unique in drawing together principles of best practice for core disciples. The second edition expands the text to include not only recent legislation and scoring techniques but to tackle new topics, including the generation of new business and data delivery channels.

Author: Panayiota Koulafetis
Publisher: Springer
ISBN: 1137524073
Category : Business & Economics
Languages : en
Pages : 246

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Book Description
This book is a practical guide to the latest risk management tools and techniques applied in the market to assess and manage credit risks at bank, sovereign, corporate and structured finance level. It strongly advocates the importance of sound credit risk management and how this can be achieved with prudent origination, credit risk policies, approval process, setting of meaningful limits and underwriting criteria. The book discusses the various quantitative techniques used to assess and manage credit risk, including methods to estimate default probabilities, credit value at risk approaches and credit exposure analysis. Basel I, II and III are covered, as are the true meaning of credit ratings, how these are assigned, their limitations, the drivers of downgrades and upgrades, and how credit ratings should be used in practise is explained. Modern Credit Risk Management not only discusses credit risk from a quantitative angle but further explains how important the qualitative and legal assessment is. Credit risk transfer and mitigation techniques and tools are explained, as are netting, ISDA master agreements, centralised counterparty clearing, margin collateral, overcollateralization, covenants and events of default. Credit derivatives are also explained, as are Total Return Swaps (TRS), Credit Linked Notes (CLN) and Credit Default Swaps (CDS). Furthermore, the author discusses what we have learned from the financial crisis of 2007 and sovereign crisis of 2010 and how credit risk management has evolved. Finally the book examines the new regulatory environment, looking beyond Basel to the European Union (EU) Capital Requirements Regulation and Directive (CRR-CRD) IV, the Dodd–Frank Wall Street Reform and Consumer Protection Act. This book is a fully up to date resource for credit risk practitioners and academics everywhere, outlining the latest best practices and providing both quantitative and qualitative insights. It will prove a must-have reference for the field.

Author: Naeem Siddiqi
Publisher: Wiley
ISBN: 0471774286
Category : Business & Economics
Languages : en
Pages : 208

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Book Description
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

Author: Helen McNab
Publisher: Global Professional Pub
ISBN: 9781906403218
Category : Business & Economics
Languages : en
Pages : 0

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Book Description
The book explores the history of credit scoring and analytics and the rationale behind the reliance on them. It also deals with the UK legal and regulatory regimes within which users must operate, including The Banking Code, The Business Banking Code, Treating Customers Fairly, Responsible Lending, The Competition Act 1998, the Data Protection Acts 1984 and 1998 and the Consumer Credit Act 1974.Also covered are key features of scorecard management and maintenance. This book will give the reader an insight into the legal and regulatory constraints, such as Basel, and methods used to detect and prevent fraud and bad debt using techniques such as CIFAS. It also deals with referral and appeal systems and the benefits of credit scoring compared to judgmental lending.

Author: TABF Editorial Board
Publisher: Hyweb Technology Co. Ltd.
ISBN: 9863991791
Category : Business & Economics
Languages : en
Pages : 209

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Book Description
As the field of FinTech continues its progress, financial institutions must not only enhance their digitization, but also make serious efforts to understand the resulting new opportunities it creates. In line with these developments, TABF has published the book Basic knowledge on FinTech, which was designed by us as a reference for the FinTech Knowledge Test. Co-authored by TABF staff and other experts, it features balanced and credible analysis, avoiding trivia and overly complex concepts while emphasizing readability. The content structure is based on the World Economic Forum (WEF)'s roadmap for FinTech development, adding in TABF's research findings plus other domestic and international trends and practices. Not only is Basic knowledge on FinTech suitable for financial proficiency testing, but it can also be used as a textbook in university courses, supplementing theoretical knowledge with up-to-date practical knowledge in this rapidly changing field.