Essential Strategies for Financial Services Compliance

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118906136
Total Pages : 403 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Essential Strategies for Financial Services Compliance by : Annie Mills

Download or read book Essential Strategies for Financial Services Compliance written by Annie Mills and published by John Wiley & Sons. This book was released on 2015-11-16 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: A fully updated edition of the definitive guide to financial regulation In recent years, not only has the compliance field become firmly established, but it has seen staggering growth, thanks to never-ending changes in the regulatory environment. As regulation increases still further, the demand for clear guidance on navigating daily compliance issues is greater than ever. Now in its second edition, the highly successful Essential Strategies for Financial Services Compliance has been updated with the latest compliance strategies and regulatory information, making it indispensable for compliance officers, legal firms, and anyone else working with the financial services compliance function. Non-compliance represents a significant material risk for any financial services firm that fails to understand and appropriately apply regulatory standards. This Second Edition of Essential Strategies for Financial Services Compliance makes it easy to digest complex information on the regulatory framework. But this book is far from solely theoretical. A balanced approach means that both the concepts and their application are within reach. Annie Mills and Peter Haines deliver solid advice that can be applied on a day-to-day basis to manage any compliance issues that may arise. Read this book to: Understand the conceptual basis of compliance and the current regulatory environment applicable to the financial services industry Quickly and thoroughly learn the accepted best practices for everyday compliance Get up to date information on the current financial regulatory environment with this new edition Reference detailed advice as issues arise in day-to-day operations This update to the popular first edition of Essential Strategies for Financial Services Compliance will help eliminate non-compliance risk and ensure that your firm is entirely current on its ability to navigate the maze of financial services regulation.

Essential Strategies for Financial Services Compliance

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118906195
Total Pages : 400 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Essential Strategies for Financial Services Compliance by : Annie Mills

Download or read book Essential Strategies for Financial Services Compliance written by Annie Mills and published by John Wiley & Sons. This book was released on 2015-10-08 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: A fully updated edition of the definitive guide to financial regulation In recent years, not only has the compliance field become firmly established, but it has seen staggering growth, thanks to never-ending changes in the regulatory environment. As regulation increases still further, the demand for clear guidance on navigating daily compliance issues is greater than ever. Now in its second edition, the highly successful Essential Strategies for Financial Services Compliance has been updated with the latest compliance strategies and regulatory information, making it indispensable for compliance officers, legal firms, and anyone else working with the financial services compliance function. Non-compliance represents a significant material risk for any financial services firm that fails to understand and appropriately apply regulatory standards. This Second Edition of Essential Strategies for Financial Services Compliance makes it easy to digest complex information on the regulatory framework. But this book is far from solely theoretical. A balanced approach means that both the concepts and their application are within reach. Annie Mills and Peter Haines deliver solid advice that can be applied on a day-to-day basis to manage any compliance issues that may arise. Read this book to: Understand the conceptual basis of compliance and the current regulatory environment applicable to the financial services industry Quickly and thoroughly learn the accepted best practices for everyday compliance Get up to date information on the current financial regulatory environment with this new edition Reference detailed advice as issues arise in day-to-day operations This update to the popular first edition of Essential Strategies for Financial Services Compliance will help eliminate non-compliance risk and ensure that your firm is entirely current on its ability to navigate the maze of financial services regulation.

Strategies for Compliance

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Author :
Publisher : Routledge
ISBN 13 : 1000320243
Total Pages : 299 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Strategies for Compliance by : Alan Brener

Download or read book Strategies for Compliance written by Alan Brener and published by Routledge. This book was released on 2020-12-20 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compliance is a fundamental control function within regulated industries globally. This book provides an expert introduction to corporate compliance using cases, examples and insights from the financial services sector and beyond. The author, an experienced compliance practitioner and academic, highlights compliance challenges, using examples such as Wells Fargo, whistleblowing in the financial services and the mis-selling of payment protection insurance in the UK banking sector. The book explores strategies for creating compliant cultures and fostering regulatory trust, whilst practical guidance is provided on anticipating regulatory changes. Addressing organisational obstruction and delay, the author presents a series of valuable tools and techniques for real-world practice. An essential professional development resource for board directors, compliance officers and other senior managers, the book also provides a unique learning and development resource for students of corporate compliance globally.

Operational Risk Management

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Publisher : John Wiley & Sons
ISBN 13 : 1119549043
Total Pages : 272 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Operational Risk Management by : Ariane Chapelle

Download or read book Operational Risk Management written by Ariane Chapelle and published by John Wiley & Sons. This book was released on 2019-02-04 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: OpRisk Awards 2020 Book of the Year Winner! The Authoritative Guide to the Best Practices in Operational Risk Management Operational Risk Management offers a comprehensive guide that contains a review of the most up-to-date and effective operational risk management practices in the financial services industry. The book provides an essential overview of the current methods and best practices applied in financial companies and also contains advanced tools and techniques developed by the most mature firms in the field. The author explores the range of operational risks such as information security, fraud or reputation damage and details how to put in place an effective program based on the four main risk management activities: risk identification, risk assessment, risk mitigation and risk monitoring. The book also examines some specific types of operational risks that rank high on many firms' risk registers. Drawing on the author's extensive experience working with and advising financial companies, Operational Risk Management is written both for those new to the discipline and for experienced operational risk managers who want to strengthen and consolidate their knowledge.

Building a World-Class Compliance Program

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470278404
Total Pages : 320 pages
Book Rating : 4.4/5 (72 download)

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Book Synopsis Building a World-Class Compliance Program by : Martin T. Biegelman

Download or read book Building a World-Class Compliance Program written by Martin T. Biegelman and published by John Wiley & Sons. This book was released on 2008-06-20 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a long-standing practitioner in the field, this timely and critical work is your best source for understanding all the complex issues and requirements associated with corporate compliance. It provides clear guidance for those charged with protecting their companies from financial and reputational risk, litigation, and government intervention, who want a robust guide to establish an effective compliance program.

Legal Data for Banking

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Publisher : John Wiley & Sons
ISBN 13 : 1119357160
Total Pages : 307 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Legal Data for Banking by : Akber Datoo

Download or read book Legal Data for Banking written by Akber Datoo and published by John Wiley & Sons. This book was released on 2019-06-17 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical, informative guide to banks’ major weakness Legal Data for Banking defines the legal data domain in the context of financial institutions, and describes how banks can leverage these assets to optimise business lines and effectively manage risk. Legal data is at the heart of post-2009 regulatory reform, and practitioners need to deepen their grasp of legal data management in order to remain compliant with new rules focusing on transparency in trade and risk reporting. This book provides essential information for IT, project management and data governance leaders, with detailed discussion of current and best practices. Many banks are experiencing recurrent pain points related to legal data management issues, so clear explanations of the required processes, systems and strategic governance provide immediately-relevant relief. The recent financial crisis following the collapse of major banks had roots in poor risk data management, and the regulators’ unawareness of accumulated systemic risk stemming from contractual obligations between firms. To avoid repeating history, today’s banks must be proactive in legal data management; this book provides the critical knowledge practitioners need to put the necessary systems and practices in place. Learn how current legal data management practices are hurting banks Understand the systems, structures and strategies required to manage risk and optimise business lines Delve into the regulations surrounding risk aggregation, netting, collateral enforceability and more Gain practical insight on legal data technology, systems and migration The legal contracts between firms contain significant obligations that underpin the financial markets; failing to recognise these terms as valuable data assets means increased risk exposure and untapped business lines. Legal Data for Banking provides critical information for the banking industry, with actionable guidance for implementation.

Managing Records in Global Financial Markets

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Author :
Publisher : Facet Publishing
ISBN 13 : 185604663X
Total Pages : 272 pages
Book Rating : 4.8/5 (56 download)

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Book Synopsis Managing Records in Global Financial Markets by : Lynn Coleman

Download or read book Managing Records in Global Financial Markets written by Lynn Coleman and published by Facet Publishing. This book was released on 2011 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although there are a number of publications covering records management generically, very few are focused on the specific challenges of particular sectors, and fewer still on current regulatory, legal and governance issues associated with managing records in global banking and finance businesses. This timely book fills this gap by exploring these complex issues fully, and offers strategies and examples of best practice to meet the recordkeeping challenges to which they give rise in corporate and commercial banking enterprises operating in global capital markets. The examples and cases studies encompass recordkeeping in investment banking, asset management, brokerage and other financial services which serve global markets, and the book will be of particular significance to the financial sector. However, covering as it does the issues that arise from operating across borders and jurisdictions, it will also be of relevance to multi-national businesses in other sectors. The key chapters cover: setting the scene: background and concepts regulatory and legal compliance common trends in financial services: balancing risk and return litigation-related issues recordkeeping approaches. Whilst the expert team of authors are careful to ensure that the book reflects recognized records management principles, the accessible language used will assure its value to information professionals and others without a formal records management background. Readership: This much-needed textbook will be essential reading for records managers, archivists and information professionals who manage records in the financial sector. It will also be invaluable for individuals engaged in a wide range of disciplines who rely on records to meet the increasing number of legal and regulatory obligations to which institutions engaged in global banking and finance are now subject. These include: compliance professionals, data protection officers, governance professionals, regulators and risk managers, senior managers and directors, chief operating officers and IT specialists.

The Cambridge Handbook of Compliance

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Author :
Publisher : Cambridge University Press
ISBN 13 : 1108754139
Total Pages : 1559 pages
Book Rating : 4.1/5 (87 download)

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Book Synopsis The Cambridge Handbook of Compliance by : Benjamin van Rooij

Download or read book The Cambridge Handbook of Compliance written by Benjamin van Rooij and published by Cambridge University Press. This book was released on 2021-05-20 with total page 1559 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compliance has become key to our contemporary markets, societies, and modes of governance across a variety of public and private domains. While this has stimulated a rich body of empirical and practical expertise on compliance, thus far, there has been no comprehensive understanding of what compliance is or how it influences various fields and sectors. The academic knowledge of compliance has remained siloed along different disciplinary domains, regulatory and legal spheres, and mechanisms and interventions. This handbook bridges these divides to provide the first one-stop overview of what compliance is, how we can best study it, and the core mechanisms that shape it. Written by leading experts, chapters offer perspectives from across law, regulatory studies, management science, criminology, economics, sociology, and psychology. This volume is the definitive and comprehensive account of compliance.

Fair Lending Compliance

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Publisher : John Wiley & Sons
ISBN 13 : 9780470241899
Total Pages : 356 pages
Book Rating : 4.2/5 (418 download)

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Book Synopsis Fair Lending Compliance by : Clark R. Abrahams

Download or read book Fair Lending Compliance written by Clark R. Abrahams and published by John Wiley & Sons. This book was released on 2008-03-14 with total page 356 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

The Compliance Revolution

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Publisher : John Wiley & Sons
ISBN 13 : 111902059X
Total Pages : 224 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis The Compliance Revolution by : David Jackman

Download or read book The Compliance Revolution written by David Jackman and published by John Wiley & Sons. This book was released on 2015-08-31 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Compliance Revolution—Practical, Powerful Changes for Strategic Organizational Value Compliance is absolutely critical in creating a robust and resilient organization, one which is trusted by clients and contributes to market stability. Firms must approach compliance differently in order to meet these standards. Written for compliance staff, regulatory organizations, and senior management, The Compliance Revolution explains how key changes in compliance affect underlying principles, practices, roles, expectations and values. This valuable resource for global practitioners assists in navigating compliance requirements and implementing solid protection for a sound organization. Author David Jackman presents a coherent model for understanding and applying key developments in regulation and compliance. While the model is based on financial services, it can be applied to any sector and industry. It identifies five critical compliance components: Start-up, crises, expansion, sustainability, and outcomes-led focus. You will also discover: Why compliance is worth spending money on What your firm could and should be doing differently The importance of ethics in compliance and regulatory challenges How to create a pro-compliance culture Ten principles of good governance and why good governance matters How to employ judgment-based compliance The features and benefits of corporate maturity The Compliance Revolution is a crucial asset for all those with stakes in compliance—board members, compliance managers, and employees. David Jackman outlines key compliance challenges and reveals the practical tools and techniques required for successful practice. The insight, examples, and strategies in this comprehensive guidebook will help you and your organization achieve increasingly efficient, substantially more effective compliance procedures and practices.

Switzerland

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Publisher : International Monetary Fund
ISBN 13 : 1498375898
Total Pages : 169 pages
Book Rating : 4.4/5 (983 download)

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Book Synopsis Switzerland by : International Monetary Fund. Monetary and Capital Markets Department

Download or read book Switzerland written by International Monetary Fund. Monetary and Capital Markets Department and published by International Monetary Fund. This book was released on 2014-09-03 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Detailed Assessment of Compliance on the Basel Core Principles for Effective Banking Supervision on Switzerland discusses that significant portions of guidance and legislation related to qualitative risk management and control standards are not as detailed or comprehensive as in many other major countries and need to be updated and selectively strengthened. Supervisory risk assessments and guidance to auditors, as the extended supervisory arm of the Swiss Financial Market Supervisory Authority (FINMA), need to be further materially improved, beyond what is now envisioned. Additional skilled resources within FINMA are necessary to meet these goals and to conduct more on-site supervisory work. The responsibilities and objectives of FINMA that emphasize protecting creditors, investors and insured persons, as well as ensuring proper functioning of the financial market, should be clearly stated in legislation as pre-eminent. It is recommended to increase FINMA resources, especially for on-site inspection and risk expertise. Clarify and limit the cases in which the Board can become involved in supervisory decisions and improve conflict code.

QFinance

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Author :
Publisher : A&C Black
ISBN 13 :
Total Pages : 2218 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis QFinance by :

Download or read book QFinance written by and published by A&C Black. This book was released on 2009-10-13 with total page 2218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compiled by more than 300 of the world's leading professionals, visionaries, writers and educators, this is THE first-stop reference resource and knowledge base for finance. QFINANCE covers an extensive range of finance topics with unique insight, authoritative information, practical guidance and thought-provoking widsom. Unmatched for in-depth content, QFINANCE contains more than 2 million words of text, data analysis, critical summaries and bonus online content. Created by Bloomsbury Publishing in association with the Qatar Financial Centre (QFC) Authority, QFINANCE is the expert reference resource for finance professionals, academics, students, journalists and writers. QFINANCE: The Ultimate Resource Special Features: Best Practice and Viewpoint Essays – Finance leaders, experts and educators address how to resolve the most crucial issues and challenges facing business today. Finance Checklists – Step-by-step guides offer problem-solving solutions including hedging interest-rate risk, governance practices, project appraisal, estimating enterprise value and managing credit ratings. Calculations and Ratios – Essential mathematical tools include how to calculate return on investment, return on shareholders’ equity, working capital productivity, EVA, risk-adjusted rate of return, CAPM, etc. Finance Thinkers and Leaders – Illuminating biographies of 50 of the leading figures in modern finance including Joseph De La Vega, Louis Bachelier, Franco Modigliani, Paul Samuelson, and Myron Scholes Finance Library digests –Summaries of more than 130 key works ranging from “Against the Gods” to “Portfolio Theory & Capital Markets” and “The Great Crash”. Country and Sector Profiles – In-depth analysis of 102 countries and 26 sectors providing essential primary research resource for direct or indirect investment. Finance Information Sources – A select list of the best resources for further information on finance and accounting worldwide, both in print and online, including books, journal articles, magazines, internet, and organizations Finance Dictionary – A comprehensive jargon-free, easy-to-use dictionary of more than 9,000 finance and banking terms used globally. Quotations – More than 2,000 business relevant quotations. Free access to QFinance Online Resources (www.qfinance.com): Get daily content updates, podcasts, online events and use our fully searchable database.

The Regulatory Compliance Matrix: Regulation of Financial Services, Information and Communication Technology, and Generally Related Matters

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Author :
Publisher : Gold Rush Publishing
ISBN 13 : 9781908585059
Total Pages : 298 pages
Book Rating : 4.5/5 (85 download)

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Book Synopsis The Regulatory Compliance Matrix: Regulation of Financial Services, Information and Communication Technology, and Generally Related Matters by : Guido Reinke

Download or read book The Regulatory Compliance Matrix: Regulation of Financial Services, Information and Communication Technology, and Generally Related Matters written by Guido Reinke and published by Gold Rush Publishing. This book was released on 2015-07-31 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This exceptional guidebook is ideal for industry professionals, regulators and scholars in the domain of regulatory governance. The Regulatory Compliance Matrix with more than 2500 entries brings clarity to a domain which is widely considered to be complex, unstructured, and in constant flux. It is a compendious guide to the laws, regulations, standards, and recommendations applicable to compliance programmes. What practitioners find in this book will empower them to save money, man-hours, and consultancy interventions. Inside, the reader will find the following key resources: Regulatory Compliance Matrix: a synopsis of the principal domains of applicable regulation, setting forth legal norms, ancillary standards and guidelines. This Matrix covers the laws and regulations specific to financial services (Part I) and information and communications technology (Part II) at the global and European as well at the UK national and sub-national level. Part III of the Matrix covers generally applicable regulatory domains like corporate governance, consumer protection and employment law, information security, data protection and electronic commerce. Regulatory authorities: a comprehensive listing with descriptions of authorities who define the regulatory agenda. Weblinks are provided for each authority, which enables the reader to access the latest regulatory developments and updates. Overview of the conduct of effective compliance programmes: a pragmatic approach to the entire process, from scoping and prioritisation, conducting risk assessments, defining control activities and reporting requirements; to undertaking effectiveness reviews, documenting findings and making recommendations; to assessing compliance maturity and creating action plans. Non-compliance costs checklist: a detailed list of financial, operational, personal, and regulatory risks. This will assist readers with risk assessment and prioritisation of compliance domains."

Governance, Risk, and Compliance Handbook

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470245557
Total Pages : 1123 pages
Book Rating : 4.4/5 (72 download)

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Book Synopsis Governance, Risk, and Compliance Handbook by : Anthony Tarantino

Download or read book Governance, Risk, and Compliance Handbook written by Anthony Tarantino and published by John Wiley & Sons. This book was released on 2008-03-11 with total page 1123 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a comprehensive framework for a sustainable governance model, and how to leverage it in competing global markets, Governance, Risk, and Compliance Handbook presents a readable overview to the political, regulatory, technical, process, and people considerations in complying with an ever more demanding regulatory environment and achievement of good corporate governance. Offering an international overview, this book features contributions from sixty-four industry experts from fifteen countries.

The Fundamental Principles of Financial Regulation

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Author :
Publisher : Centre for Economic Policy Research
ISBN 13 :
Total Pages : 144 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis The Fundamental Principles of Financial Regulation by : Charles Albert Eric Goodhart

Download or read book The Fundamental Principles of Financial Regulation written by Charles Albert Eric Goodhart and published by Centre for Economic Policy Research. This book was released on 2009 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analytical background -- Nature of systemic risk -- Who should be regulated (by whom) -- Counter-cyclical regulation -- Regulation of liquidity and maturity mismatches -- Other regulatory issues -- The structure of regulation -- Conclusions -- Appendix : the boundary problem in financial regulation -- Discussion and roundtables.

Governance, Risk Management, and Compliance

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118024303
Total Pages : 339 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Governance, Risk Management, and Compliance by : Richard M. Steinberg

Download or read book Governance, Risk Management, and Compliance written by Richard M. Steinberg and published by John Wiley & Sons. This book was released on 2011-08-02 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: An expert's insider secrets to how successful CEOs and directors shape, lead, and oversee their organizations to achieve corporate goals Governance, Risk Management, and Compliance shows senior executives and board members how to ensure that their companies incorporate the necessary processes, organization, and technology to accomplish strategic goals. Examining how and why some major companies failed while others continue to grow and prosper, author and internationally recognized expert Richard Steinberg reveals how to cultivate a culture, leadership process and infrastructure toward achieving business objectives and related growth, profit, and return goals. Explains critical factors that make compliance and ethics programs and risk management processes really work Explores the board's role in overseeing corporate strategy, risk management, CEO compensation, succession planning, crisis planning, performance measures, board composition, and shareholder communications Highlights for CEOs, senior management teams, and board members the pitfalls to avoid and what must go right for success Outlines the future of corporate governance and what's needed for continued effectiveness Written by well-known corporate governance and risk management expert Richard Steinberg Governance, Risk Management, and Compliance lays a sound foundation and provides critical insights for understanding the role of governance, risk management, and compliance and its successful implementation in today's business environment.

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

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1589063953
Total Pages : 35 pages
Book Rating : 4.5/5 (89 download)

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Book Synopsis Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance by : El Bachir Boukherouaa

Download or read book Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.