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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 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 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 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 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.
Book Synopsis The Rise of Public and Private Digital Money by : International Monetary Fund
Download or read book The Rise of Public and Private Digital Money written by International Monetary Fund and published by International Monetary Fund. This book was released on 2021-07-29 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following the companion paper on the new policy challenges related to the adoption of digital forms of money, this paper presents an operational strategy for the IMF to continue delivering on its mandate of ensuring domestic and international financial and economic stability. The paper begins by summarizing the forces driving the adoption of digital forms of money, and the new policy questions that emerge. It then focusses on how the IMF’s core activities and output will need to evolve, including surveillance, capacity development, and analytical foundations. It ends by discusses how the IMF intends to partner with other organization, and to grow and structure internal resources to fulfill this vision.
Book Synopsis Private Finance for Development by : Hilary Devine
Download or read book Private Finance for Development written by Hilary Devine and published by International Monetary Fund. This book was released on 2021-05-14 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Covid-19 pandemic has aggravated the tension between large development needs in infrastructure and scarce public resources. To alleviate this tension and promote a strong and job-rich recovery from the crisis, Africa needs to mobilize more financing from and to the private sector.
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 Machine Learning in Finance by : Matthew F. Dixon
Download or read book Machine Learning in Finance written by Matthew F. Dixon and published by Springer Nature. This book was released on 2020-07-01 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces machine learning methods in finance. It presents a unified treatment of machine learning and various statistical and computational disciplines in quantitative finance, such as financial econometrics and discrete time stochastic control, with an emphasis on how theory and hypothesis tests inform the choice of algorithm for financial data modeling and decision making. With the trend towards increasing computational resources and larger datasets, machine learning has grown into an important skillset for the finance industry. This book is written for advanced graduate students and academics in financial econometrics, mathematical finance and applied statistics, in addition to quants and data scientists in the field of quantitative finance. Machine Learning in Finance: From Theory to Practice is divided into three parts, each part covering theory and applications. The first presents supervised learning for cross-sectional data from both a Bayesian and frequentist perspective. The more advanced material places a firm emphasis on neural networks, including deep learning, as well as Gaussian processes, with examples in investment management and derivative modeling. The second part presents supervised learning for time series data, arguably the most common data type used in finance with examples in trading, stochastic volatility and fixed income modeling. Finally, the third part presents reinforcement learning and its applications in trading, investment and wealth management. Python code examples are provided to support the readers' understanding of the methodologies and applications. The book also includes more than 80 mathematical and programming exercises, with worked solutions available to instructors. As a bridge to research in this emergent field, the final chapter presents the frontiers of machine learning in finance from a researcher's perspective, highlighting how many well-known concepts in statistical physics are likely to emerge as important methodologies for machine learning in finance.
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 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 The Economic Impacts of Natural Disasters by : Debarati Guha-Sapir
Download or read book The Economic Impacts of Natural Disasters written by Debarati Guha-Sapir and published by Oxford University Press. This book was released on 2013-05-23 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work combines research and empirical evidence on the economic costs of disasters with theoretical approaches. It provides new insights on how to assess and manage the costs and impacts of disaster prevention, mitigation, recovery and adaption, and much more.
Book Synopsis Shock Waves by : Stephane Hallegatte
Download or read book Shock Waves written by Stephane Hallegatte and published by World Bank Publications. This book was released on 2015-11-23 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ending poverty and stabilizing climate change will be two unprecedented global achievements and two major steps toward sustainable development. But the two objectives cannot be considered in isolation: they need to be jointly tackled through an integrated strategy. This report brings together those two objectives and explores how they can more easily be achieved if considered together. It examines the potential impact of climate change and climate policies on poverty reduction. It also provides guidance on how to create a “win-win†? situation so that climate change policies contribute to poverty reduction and poverty-reduction policies contribute to climate change mitigation and resilience building. The key finding of the report is that climate change represents a significant obstacle to the sustained eradication of poverty, but future impacts on poverty are determined by policy choices: rapid, inclusive, and climate-informed development can prevent most short-term impacts whereas immediate pro-poor, emissions-reduction policies can drastically limit long-term ones.
Book Synopsis A Guide to the World Bank by : World Bank
Download or read book A Guide to the World Bank written by World Bank and published by World Bank Publications. This book was released on 2007-06-27 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: The World Bank Group is a vital source of financial and technical assistance to developing countries around the world. Its focus is on helping the poorest people in the poorest countries by using its financial resources, staff, and extensive experience to aid countries in reducing poverty, increasing economic growth, and improving quality of life. In partnership with more than 100 developing countries, the Bank Group is striving to improve health and education, fight corruption, boost agricultural support, build roadsand ports, and protect the environment. Other projects are aimed at rebuilding war-torn countries or regions, providing basic services such as access to clean water, and encouraging investments that create jobs. In addition to this critical groundwork around the world, various parts of the World Bank Group are involved in activities ranging from conducting economic research and analysis to providing financial and advisory services to governments and private enterprises. This completely revised and updated second edition provides an accessible and straightforward overview of the World Bank Group's history, organization, mission, and purpose. Additionally, for those wishing to delve further into subjects of particular interest, the book guides readers to sources containing more detailed information, including annual reports, Web sites, publications, and e-mail addresses for various departments. It also provides information on how to work for or do business with the World Bank. A good introduction for anyone interested in understanding what the World Bank Group does and how it does it, this book shows readers who want to learn more where to begin.
