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The Impact Of Gray Listing On Capital Flows An Analysis Using Machine Learning
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Book Synopsis The Impact of Gray-Listing on Capital Flows: An Analysis Using Machine Learning by : Mizuho Kida
Download or read book The Impact of Gray-Listing on Capital Flows: An Analysis Using Machine Learning written by Mizuho Kida and published by International Monetary Fund. This book was released on 2021-05-27 with total page 37 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Financial Action Task Force’s gray list publicly identifies countries with strategic deficiencies in their AML/CFT regimes (i.e., in their policies to prevent money laundering and the financing of terrorism). How much gray-listing affects a country’s capital flows is of interest to policy makers, investors, and the Fund. This paper estimates the magnitude of the effect using an inferential machine learning technique. It finds that gray-listing results in a large and statistically significant reduction in capital inflows.
Book Synopsis 2023 Review of The Fund's Anti-Money Laundering and Combating The Financing of Terrorism Strategy—Background Papers by : International Monetary Fund. Legal Dept.
Download or read book 2023 Review of The Fund's Anti-Money Laundering and Combating The Financing of Terrorism Strategy—Background Papers written by International Monetary Fund. Legal Dept. and published by International Monetary Fund. This book was released on 2023-12-05 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: The background papers support the stocktaking analysis and the proposed way forward for the 2023 review of the IMF's AML/CFT Strategy. The five background papers provide in-depth discussions on the following key topics: (i) illicit financial flows; (ii) the impact of money laundering in financial stability; (iii) synergies between financial integrity issues and other Fund policies and work; (iv) the Fund’s collaboration with key partners in the AML/CFT global policy architecture; and (v) stakeholders’ views of the effectiveness of the Fund’s AML/CFT engagement.
Book Synopsis 2023 Review of The Fund’s Anti-Money Laundering and Combating The Financing of Terrorism Strategy by : International Monetary Fund. Legal Dept.
Download or read book 2023 Review of The Fund’s Anti-Money Laundering and Combating The Financing of Terrorism Strategy written by International Monetary Fund. Legal Dept. and published by International Monetary Fund. This book was released on 2023-12-05 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper reviews the Fund’s efforts to safeguard financial integrity and proposes the way forward for the Fund’s Anti-Money Laundering and Combating the Financing of Terrorism (AML/CFT) Strategy. For over 20 years, the IMF has recognized that effective AML/CFT frameworks, and financial integrity more broadly, are key to the soundness and stability of the financial sector and to prevent the negative macroeconomic implications of financial crimes on the broader economy of members, progressively integrating this work across all its core functions and in a broad set of Fund policies. The paper takes stock of the implementation of the IMF's AML/CFT strategy since 2018. It also proposes deepening the integration of financial integrity issues and an enhanced focus on the macroeconomic impact of AML/CFT issues for the way forward.
Book Synopsis Leveraging Anti-money Laundering Measures to Improve Tax Compliance and Help Mobilize Domestic Revenues by : Mr. Emmanuel Mathias
Download or read book Leveraging Anti-money Laundering Measures to Improve Tax Compliance and Help Mobilize Domestic Revenues written by Mr. Emmanuel Mathias and published by International Monetary Fund. This book was released on 2023-04-21 with total page 51 pages. Available in PDF, EPUB and Kindle. Book excerpt: The paper advocates leveraging anti-money laundering (AML) measures to enhance tax compliance, tackle tax crimes, and, in turn, help mobilize domestic revenues. While AML measures have already been deployed to improve tax compliance, including during the European debt crisis, the benefits that such measures could bring to the integrity of the tax system are yet to be fully realized. In recent years, the relevance of AML measures for tax purposes resurfaced in public discourse in light of numerous data leaks that provided ample evidence of the closely intertwined nature of tax crimes and money laundering. There might now be the right political momentum for greater utilization of AML measures given post-pandemic calls for a more progressive tax system, elevated sovereign debt burdens, a challenging global economic outlook, and widespread cost-of-living crisis. In this context, the IMF has stressed the importance of rebuilding fiscal buffers, as countries with more fiscal room are better placed to weather the economic slowdown and protect households and businesses.
Book Synopsis Artificial Intelligence in Asset Management by : Söhnke M. Bartram
Download or read book Artificial Intelligence in Asset Management written by Söhnke M. Bartram and published by CFA Institute Research Foundation. This book was released on 2020-08-28 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) has grown in presence in asset management and has revolutionized the sector in many ways. It has improved portfolio management, trading, and risk management practices by increasing efficiency, accuracy, and compliance. In particular, AI techniques help construct portfolios based on more accurate risk and return forecasts and more complex constraints. Trading algorithms use AI to devise novel trading signals and execute trades with lower transaction costs. AI also improves risk modeling and forecasting by generating insights from new data sources. Finally, robo-advisors owe a large part of their success to AI techniques. Yet the use of AI can also create new risks and challenges, such as those resulting from model opacity, complexity, and reliance on data integrity.
Book Synopsis Global Waves of Debt by : M. Ayhan Kose
Download or read book Global Waves of Debt written by M. Ayhan Kose and published by World Bank Publications. This book was released on 2021-03-03 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: The global economy has experienced four waves of rapid debt accumulation over the past 50 years. The first three debt waves ended with financial crises in many emerging market and developing economies. During the current wave, which started in 2010, the increase in debt in these economies has already been larger, faster, and broader-based than in the previous three waves. Current low interest rates mitigate some of the risks associated with high debt. However, emerging market and developing economies are also confronted by weak growth prospects, mounting vulnerabilities, and elevated global risks. A menu of policy options is available to reduce the likelihood that the current debt wave will end in crisis and, if crises do take place, will alleviate their impact.
Book Synopsis Global Trends 2040 by : National Intelligence Council
Download or read book Global Trends 2040 written by National Intelligence Council and published by Cosimo Reports. This book was released on 2021-03 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The ongoing COVID-19 pandemic marks the most significant, singular global disruption since World War II, with health, economic, political, and security implications that will ripple for years to come." -Global Trends 2040 (2021) Global Trends 2040-A More Contested World (2021), released by the US National Intelligence Council, is the latest report in its series of reports starting in 1997 about megatrends and the world's future. This report, strongly influenced by the COVID-19 pandemic, paints a bleak picture of the future and describes a contested, fragmented and turbulent world. It specifically discusses the four main trends that will shape tomorrow's world: - Demographics-by 2040, 1.4 billion people will be added mostly in Africa and South Asia. - Economics-increased government debt and concentrated economic power will escalate problems for the poor and middleclass. - Climate-a hotter world will increase water, food, and health insecurity. - Technology-the emergence of new technologies could both solve and cause problems for human life. Students of trends, policymakers, entrepreneurs, academics, journalists and anyone eager for a glimpse into the next decades, will find this report, with colored graphs, essential reading.
Book Synopsis International Macroeconomics in the Wake of the Global Financial Crisis by : Laurent Ferrara
Download or read book International Macroeconomics in the Wake of the Global Financial Crisis written by Laurent Ferrara and published by Springer. This book was released on 2018-06-13 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collects selected articles addressing several currently debated issues in the field of international macroeconomics. They focus on the role of the central banks in the debate on how to come to terms with the long-term decline in productivity growth, insufficient aggregate demand, high economic uncertainty and growing inequalities following the global financial crisis. Central banks are of considerable importance in this debate since understanding the sluggishness of the recovery process as well as its implications for the natural interest rate are key to assessing output gaps and the monetary policy stance. The authors argue that a more dynamic domestic and external aggregate demand helps to raise the inflation rate, easing the constraint deriving from the zero lower bound and allowing monetary policy to depart from its current ultra-accommodative position. Beyond macroeconomic factors, the book also discusses a supportive financial environment as a precondition for the rebound of global economic activity, stressing that understanding capital flows is a prerequisite for economic-policy decisions.
Author :International Monetary Fund Publisher :International Monetary Fund ISBN 13 :1513511726 Total Pages :122 pages Book Rating :4.5/5 (135 download)
Book Synopsis International Monetary Fund Annual Report 2019 Financial Statements by : International Monetary Fund
Download or read book International Monetary Fund Annual Report 2019 Financial Statements written by International Monetary Fund and published by International Monetary Fund. This book was released on 2019-10-04 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: The audited consolidated financial statements of the International Monetary Fund as of April 30, 2019 and 2018
Book Synopsis Elements of Causal Inference by : Jonas Peters
Download or read book Elements of Causal Inference written by Jonas Peters and published by MIT Press. This book was released on 2017-11-29 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data. After explaining the need for causal models and discussing some of the principles underlying causal inference, the book teaches readers how to use causal models: how to compute intervention distributions, how to infer causal models from observational and interventional data, and how causal ideas could be exploited for classical machine learning problems. All of these topics are discussed first in terms of two variables and then in the more general multivariate case. The bivariate case turns out to be a particularly hard problem for causal learning because there are no conditional independences as used by classical methods for solving multivariate cases. The authors consider analyzing statistical asymmetries between cause and effect to be highly instructive, and they report on their decade of intensive research into this problem. The book is accessible to readers with a background in machine learning or statistics, and can be used in graduate courses or as a reference for researchers. The text includes code snippets that can be copied and pasted, exercises, and an appendix with a summary of the most important technical concepts.
Book Synopsis Machine Learning and Causality: The Impact of Financial Crises on Growth by : Mr.Andrew J Tiffin
Download or read book Machine Learning and Causality: The Impact of Financial Crises on Growth written by Mr.Andrew J Tiffin and published by International Monetary Fund. This book was released on 2019-11-01 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning tools are well known for their success in prediction. But prediction is not causation, and causal discovery is at the core of most questions concerning economic policy. Recently, however, the literature has focused more on issues of causality. This paper gently introduces some leading work in this area, using a concrete example—assessing the impact of a hypothetical banking crisis on a country’s growth. By enabling consideration of a rich set of potential nonlinearities, and by allowing individually-tailored policy assessments, machine learning can provide an invaluable complement to the skill set of economists within the Fund and beyond.
Author :United Nations Conference on Trade and Development Publisher :United Nations ISBN 13 :921358282X Total Pages :377 pages Book Rating :4.2/5 (135 download)
Book Synopsis World Investment Report 2019 by : United Nations Conference on Trade and Development
Download or read book World Investment Report 2019 written by United Nations Conference on Trade and Development and published by United Nations. This book was released on 2019-08-09 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 2019 edition of the World Investment Report focuses on special economic zones (SEZs) which are widely used across most developing and many developed economies. Although the performance of many zones remains below expectations, the rate of establishment of new zones is accelerating as governments increasingly compete for internationally mobile industrial activity. Policymakers face not only the traditional challenges to making SEZs succeed, including the need for strategic focus, sound governance models, and effective investment promotion tools, but also new challenges brought about by the sustainable development imperative, the new industrial revolution, and changing patterns of international production. The Report explores the place of SEZs in today’s global investment landscape and provides guidance for policymakers on how to make SEZs work for sustainable development. It presents international investment trends and prospects at global, regional and national levels, as well as the evolution of international production and global value chains. It analyses the latest developments in new policy measures for investment promotion, facilitation and regulation around the world, as well as updates on investment treaties, their reform and investment dispute settlement cases.
Book Synopsis The Global Financial Crisis by : Dick K. Nanto
Download or read book The Global Financial Crisis written by Dick K. Nanto and published by DIANE Publishing. This book was released on 2009 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contents: (1) Recent Developments and Analysis; (2) The Global Financial Crisis and U.S. Interests: Policy; Four Phases of the Global Financial Crisis; (3) New Challenges and Policy in Managing Financial Risk; (4) Origins, Contagion, and Risk; (5) Effects on Emerging Markets: Latin America; Russia and the Financial Crisis; (6) Effects on Europe and The European Response: The ¿European Framework for Action¿; The British Rescue Plan; Collapse of Iceland¿s Banking Sector; (7) Impact on Asia and the Asian Response: Asian Reserves and Their Impact; National Responses; (8) International Policy Issues: Bretton Woods II; G-20 Meetings; The International Monetary Fund; Changes in U.S. Reg¿s. and Regulatory Structure; (9) Legislation.
Book Synopsis Artificial Intelligence in Financial Markets by : Christian L. Dunis
Download or read book Artificial Intelligence in Financial Markets written by Christian L. Dunis and published by Springer. This book was released on 2016-11-21 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: As technology advancement has increased, so to have computational applications for forecasting, modelling and trading financial markets and information, and practitioners are finding ever more complex solutions to financial challenges. Neural networking is a highly effective, trainable algorithmic approach which emulates certain aspects of human brain functions, and is used extensively in financial forecasting allowing for quick investment decision making. This book presents the most cutting-edge artificial intelligence (AI)/neural networking applications for markets, assets and other areas of finance. Split into four sections, the book first explores time series analysis for forecasting and trading across a range of assets, including derivatives, exchange traded funds, debt and equity instruments. This section will focus on pattern recognition, market timing models, forecasting and trading of financial time series. Section II provides insights into macro and microeconomics and how AI techniques could be used to better understand and predict economic variables. Section III focuses on corporate finance and credit analysis providing an insight into corporate structures and credit, and establishing a relationship between financial statement analysis and the influence of various financial scenarios. Section IV focuses on portfolio management, exploring applications for portfolio theory, asset allocation and optimization. This book also provides some of the latest research in the field of artificial intelligence and finance, and provides in-depth analysis and highly applicable tools and techniques for practitioners and researchers in this field.
Book Synopsis Principles of Accounting Volume 1 - Financial Accounting by : Mitchell Franklin
Download or read book Principles of Accounting Volume 1 - Financial Accounting written by Mitchell Franklin and published by . This book was released on 2019-04-11 with total page 1056 pages. Available in PDF, EPUB and Kindle. Book excerpt: The text and images in this book are in grayscale. A hardback color version is available. Search for ISBN 9781680922929. Principles of Accounting is designed to meet the scope and sequence requirements of a two-semester accounting course that covers the fundamentals of financial and managerial accounting. This book is specifically designed to appeal to both accounting and non-accounting majors, exposing students to the core concepts of accounting in familiar ways to build a strong foundation that can be applied across business fields. Each chapter opens with a relatable real-life scenario for today's college student. Thoughtfully designed examples are presented throughout each chapter, allowing students to build on emerging accounting knowledge. Concepts are further reinforced through applicable connections to more detailed business processes. Students are immersed in the "why" as well as the "how" aspects of accounting in order to reinforce concepts and promote comprehension over rote memorization.
Book Synopsis The Age of Surveillance Capitalism by : Shoshana Zuboff
Download or read book The Age of Surveillance Capitalism written by Shoshana Zuboff and published by PublicAffairs. This book was released on 2019-01-15 with total page 658 pages. Available in PDF, EPUB and Kindle. Book excerpt: The challenges to humanity posed by the digital future, the first detailed examination of the unprecedented form of power called "surveillance capitalism," and the quest by powerful corporations to predict and control our behavior. In this masterwork of original thinking and research, Shoshana Zuboff provides startling insights into the phenomenon that she has named surveillance capitalism. The stakes could not be higher: a global architecture of behavior modification threatens human nature in the twenty-first century just as industrial capitalism disfigured the natural world in the twentieth. Zuboff vividly brings to life the consequences as surveillance capitalism advances from Silicon Valley into every economic sector. Vast wealth and power are accumulated in ominous new "behavioral futures markets," where predictions about our behavior are bought and sold, and the production of goods and services is subordinated to a new "means of behavioral modification." The threat has shifted from a totalitarian Big Brother state to a ubiquitous digital architecture: a "Big Other" operating in the interests of surveillance capital. Here is the crucible of an unprecedented form of power marked by extreme concentrations of knowledge and free from democratic oversight. Zuboff's comprehensive and moving analysis lays bare the threats to twenty-first century society: a controlled "hive" of total connection that seduces with promises of total certainty for maximum profit -- at the expense of democracy, freedom, and our human future. With little resistance from law or society, surveillance capitalism is on the verge of dominating the social order and shaping the digital future -- if we let it.
Book Synopsis Recognizing Reality—Unification of Official and Parallel Market Exchange Rates by : Mr.Simon T Gray
Download or read book Recognizing Reality—Unification of Official and Parallel Market Exchange Rates written by Mr.Simon T Gray and published by International Monetary Fund. This book was released on 2021-02-05 with total page 45 pages. Available in PDF, EPUB and Kindle. Book excerpt: Some central banks have maintained overvalued official exchange rates, while unable to ensure that supply of foreign exchange meets legitimate demand for current account transactions at that price. A parallel exchange rate market develops, in such circumstances; and when the spread between the official and parallel rates is both substantial and sustained, price levels in the economy typically reflect the parallel market exchange rate. “Recognizing reality” by allowing economic agents to use a market clearing rate benefits economic activity without necessarily leading to more inflation. But a unified, market-clearing exchange rate will not stabilize without a supportive fiscal and monetary context. A number of country case studies are included; my thanks to Jie Ren for pulling together all the data for the country case studies, and the production of the charts.
