Download or read book Resolving the Global Debt Crisis written by Morris Miller and published by UN. This book was released on 1989 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Data Preprocessing Active Learning and Cost Perceptive Approaches for Resolving Data Imbalance written by Rana, Dipti P. and published by IGI Global. This book was released on 2021-06-04 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last two decades, researchers are looking at imbalanced data learning as a prominent research area. Many critical real-world application areas like finance, health, network, news, online advertisement, social network media, and weather have imbalanced data, which emphasizes the research necessity for real-time implications of precise fraud/defaulter detection, rare disease/reaction prediction, network intrusion detection, fake news detection, fraud advertisement detection, cyber bullying identification, disaster events prediction, and more. Machine learning algorithms are based on the heuristic of equally-distributed balanced data and provide the biased result towards the majority data class, which is not acceptable considering imbalanced data is omnipresent in real-life scenarios and is forcing us to learn from imbalanced data for foolproof application design. Imbalanced data is multifaceted and demands a new perception using the novelty at sampling approach of data preprocessing, an active learning approach, and a cost perceptive approach to resolve data imbalance. Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance offers new aspects for imbalanced data learning by providing the advancements of the traditional methods, with respect to big data, through case studies and research from experts in academia, engineering, and industry. The chapters provide theoretical frameworks and the latest empirical research findings that help to improve the understanding of the impact of imbalanced data and its resolving techniques based on data preprocessing, active learning, and cost perceptive approaches. This book is ideal for data scientists, data analysts, engineers, practitioners, researchers, academicians, and students looking for more information on imbalanced data characteristics and solutions using varied approaches.
Download or read book Global Imbalances and the Financial Crisis written by Steven Vincent Dunaway and published by Council on Foreign Relations. This book was released on 2009 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt: Crafting stimulus packages and financial bailouts to address immediate problems has for many reasons been a priority for policymakers. In this Council Special Report, however, Steven Dunaway argues that policymakers must go beyond these steps and tackle one of the root causes of today's crisis: imbalances between savings and investment in major countries. The report analyzes the nature of these imbalances, which occur when some countries, such as the United States, run large current account (essentially trade) deficits while others, such as China, maintain large surpluses. Dunaway identifies three features of the international financial system that have allowed the imbalances to persist, features that involve both floating and managed exchange rates as well as the issuance of reserve assets. In particular, he notes that the United States' status as an issuer of such assets has enabled it to finance a current account deficit. The report then prescribes a variety of steps to address global imbalances. Beyond stimulus packages around the world, it urges measures to raise savings (principally government savings) in the United States, reform labor and product markets in Europe and Japan to increase competition and flexibility, and boost domestic consumption in China. Finally, the report advocates improving International Monetary Fund (IMF) surveillance of member states' economic policies by reducing the role of the Fund's executive board and depoliticizing the selection of its senior management.
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.
Download or read book Communities in Action written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-04-27 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the United States, some populations suffer from far greater disparities in health than others. Those disparities are caused not only by fundamental differences in health status across segments of the population, but also because of inequities in factors that impact health status, so-called determinants of health. Only part of an individual's health status depends on his or her behavior and choice; community-wide problems like poverty, unemployment, poor education, inadequate housing, poor public transportation, interpersonal violence, and decaying neighborhoods also contribute to health inequities, as well as the historic and ongoing interplay of structures, policies, and norms that shape lives. When these factors are not optimal in a community, it does not mean they are intractable: such inequities can be mitigated by social policies that can shape health in powerful ways. Communities in Action: Pathways to Health Equity seeks to delineate the causes of and the solutions to health inequities in the United States. This report focuses on what communities can do to promote health equity, what actions are needed by the many and varied stakeholders that are part of communities or support them, as well as the root causes and structural barriers that need to be overcome.
Download or read book The Macroeconomics of Global Imbalances written by Marc Uzan and published by Routledge. This book was released on 2008-10-27 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book unites an impressive cabinet of experts to examine questions of global imbalances - with particular focus on Europe and Asia, demonstrating how Asia has transformed itself, and laying out the challenges ahead in the monetary sphere.
Download or read book A Global Green New Deal written by Edward B. Barbier and published by Cambridge University Press. This book was released on 2010-05-06 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Meeting the short run challenges of reviving the worldwide economy need not mean sacrificing long run economic and environmental sustainability. A Global Green New Deal (GGND) is an economic policy strategy for ensuring a more economically and environmentally sustainable world economic recovery. Reviving growth and creating jobs should be essential objectives. But policies should also aim to reduce carbon dependency, protect ecosystems and water resources, and alleviate poverty. Otherwise, economic recovery today will do little to avoid future economic and environmental crises. Part One argues why a GGND strategy is essential to the sustainability of the global economy. Part Two provides an overview of the key national policies whilst Part Three focuses on the global actions necessary to allow national policies to work. Part Four summarizes the main recommendations for national and international action, and discusses the wider implications for restructuring the world economy towards 'greener' development.
Download or read book The Great Rebalancing written by Michael Pettis and published by Princeton University Press. This book was released on 2014-10-26 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: How trade imbalances spurred on the global financial crisis and why we aren't out of trouble yet China's economic growth is sputtering, the Euro is under threat, and the United States is combating serious trade disadvantages. Another Great Depression? Not quite. Noted economist and China expert Michael Pettis argues instead that we are undergoing a critical rebalancing of the world economies. Debunking popular misconceptions, Pettis shows that severe trade imbalances spurred on the recent financial crisis and were the result of unfortunate policies that distorted the savings and consumption patterns of certain nations. Pettis examines the reasons behind these destabilizing policies, and he predicts severe economic dislocations that will have long-lasting effects. Demonstrating how economic policies can carry negative repercussions the world over, The Great Rebalancing sheds urgent light on our globally linked economic future.
Download or read book Ghana written by Donald S. Rothchild and published by Lynne Rienner Pub. This book was released on 1991 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: The contributors look at the issues involved in Ghana's current reform programme, addressing questions of governance, the transformation of the ruling party, regime legitimacy, the parallel economy, economic restructuring, export diversification and international financial negotiations.
Download or read book The Global Economic Crisis written by Emiliano Brancaccio and published by Routledge. This book was released on 2013-03-01 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why did the economists of the so-called "mainstream" seem to fail to foresee the global economic crisis that exploded in 2008? And why do they appear to have difficulty in putting forward an interpretation of it that is consistent with the theoretical foundations of their models? These two questions have echoed insistently since the outbreak of the crisis, not only in academic circles but also in the mass media, and appear to reflect increasingly widespread dissatisfaction with the dominant paradigm of economic theory. Many believe that the global recession now underway may constitute an historic watershed for the evolution of economics and therefore that an authentic change of paradigm is called for, rather than only minor adjustments to the dominant approach. Since the start of the crisis, there has indeed been a profusion of contributions from alternative areas of economic study, and in particular from those adopting a critical stance with respect to mainstream economic theory. This collection puts forward promising reinterpretations of the primary schools of heterodox political economy, stringent critiques of the conventional readings of the recession, new schemes of theoretical and empirical analysis of the crisis, and proposals for economic policies alternative to those hitherto adopted. This book contains a selection of some of the most recent contributions to the critique of mainstream economic theory and policy, and discusses the origins and possible evolutions of the current economic crisis. The collection should be of interest to students and researchers focussing on macroeconomics, monetary economics, political economy and financial economics.
Download or read book The New Global Political Economy written by Riccardo Fiorentini and published by Edward Elgar Publishing. This book was released on 2012-01-01 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 2008 financial crisis is arguably the most dramatic outcome of globalization. International economic integration, if unregulated, can bring about huge inequalities and the destruction of the environment. This thought provoking book illustrates why the ïoldÍ international order is unable to provide crucial global public goods such as monetary and financial stability in the fight against mass poverty and climate change. The expert authors provide an in-depth analysis of the causes of the financial crisis and the political economy measures required to build a safer and more stable international order. They show how the financial crisis is deeply rooted in the flaws of the dollar standard and explain why the dollar and globalization should be considered together to understand the present challenges. By way of conclusion, the authors propose the creation of a ïWorld Eco-Monetary UnionÍ with the power to regulate the global economy and to promote sustainable development. This new macroeconomic approach presented contributes to the development of a more comprehensive supranational political economy. As such, this challenging book will prove a stimulating read for academics, researchers and students with an interest in economics, heterodox economics, and international economics.
Download or read book Global Imbalances and Developing Countries written by Jan Joost Teunissen and published by KIEP. This book was released on 2007 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book What Caused the Global Financial Crisis written by Erlend Nier and published by International Monetary Fund. This book was released on 2010-11-01 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper investigates empirically the drivers of financial imbalances ahead of the global financial crisis. Three factors may have contributed to the build-up of financial imbalances: (i) rising global imbalances (capital flows), (ii) monetary policy that might have been too loose, (iii) inadequate supervision and regulation. Panel data regressions are performed for OECD countries from 1999 to 2007, so as to shed light on the relative importance of these factors, as well as the extent to which these factors might have interacted in fuelling the build-up. We find that the build-up of financial imbalances was driven by capital inflows and an associated compression of the spread between long and short rates. The effect of capital inflows on the build-up is amplified where the supervisory and regulatory environment was relatively weak. We find that, by contrast, differences in monetary policy cannot account for differences across countries in the build-up of financial imbalances ahead of the crisis.
Download or read book A New Global Economic Order written by and published by BRILL. This book was released on 2021-11-22 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: A New Global Economic Order: New Challenges to International Trade Law examines the dislocating effects of the policies implemented by the Trump Administration on the global economic order and brings together leading scholars and practitioners of international economic law come together to defend multilateralism against unilateralism and populism.
Download or read book Global Imbalances Evolving World Economy written by and published by . This book was released on 2008 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Who Will Govern the New World the Present and Future of the G20 written by Chongyang Institute for Financial Studies Renmin University of China and published by Columbia University Press. This book was released on 2016-11-15 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can the G20 fulfill their role most efficiently in the post-crisis era, and what role do the emerging economies play in the new global economic order? This timely volume provides an overview of the most important challenges ahead for the G20, especially China.
Download or read book Resolving China s Corporate Debt Problem written by Wojciech Maliszewski and published by International Monetary Fund. This book was released on 2016-10-14 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt: Corporate credit growth in China has been excessive in recent years. This credit boom is related to the large increase in investment after the Global Financial Crisis. Investment efficiency has fallen and the financial performance of corporates has deteriorated steadily, affecting asset quality in financial institutions. The corporate debt problem should be addressed urgently with a comprehensive strategy. Key elements should include identifying companies in financial difficulties, proactively recognizing losses in the financial system, burden sharing, corporate restructuring and governance reform, hardening budget constraints, and facilitating market entry. A proactive strategy would trade off short-term economic pain for larger longer-term gain.
