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Alternative Data and Artificial Intelligence Techniques
This book introduces a state-of-art approach in evaluating portfolio management and risk based on artificial intelligence and alternative data. The book covers a textual analysis of news and social media, information extraction from GPS and IoTs data, and risk predictions based on small transaction data, etc. The book summarizes and introduces the advancement in each area and highlights the machine learning and deep learning techniques utilized to achieve the goals. As a complement, it also illustrates examples on how to leverage the python package to visualize and analyze the alternative datasets, and will be of interest to academics, researchers, and students of risk evaluation, risk management, data, AI, and financial innovation.
International Law in Financial Regulation and Monetary Affairs
Analysing the emerging international legal framework governing financial institutions and markets, including monetary policies and monetary regulation, this book addresses the cross border issues that arise within this area. It highlights the lack of formal international law present, and shows how this contributed to the global financial crisis.
Flexible Exchange Rates for a Stable World Economy
Volatile exchange rates and how to manage them are a contentious topic whenever economic policymakers gather in international meetings. This book examines the broad parameters of exchange rate policy in light of both high-powered theory and real-world experience. What are the costs and benefits of flexible versus fixed exchange rates? How much of a role should the exchange rate play in monetary policy? Why don't volatile exchange rates destabilize inflation and output? The principal finding of this book is that using monetary policy to fight exchange rate volatility, including through the adoption of a fixed exchange rate regime, leads to greater volatility of employment, output, and inflati...
Comfort in Floating: Taking Stock of Twenty Years of Freely-Floating Exchange Rate in Chile
Chile offers an example of a country that has overcome the fear of floating by reducing balance sheet mismatches, enhancing financial market development, as well as improving monetary, fiscal, and political institutions, and strengthening policy credibility. Under the floating regime, Chile’s economic adjustment to external shocks appears significantly improved, and its exchange rate pass-through has substantially declined. Our results reinforce the case that moving to a clear and credible floating regime can be associated with a reduction in the fear of floating via economic transformation (like smaller balance sheet mismatches, a larger hedging market, and a lower exchange rate pass-through).
Transatlantic Economic Challenges in an Era of Growing Multipolarity
Shifts in global economic dominance are by nature tectonic and never precipitated by single events. The Great Recession of 2008–09, however, has presented the European Union, its common currency the euro, and the United States with new global challenges. The transatlantic partnership has dominated the world economy since the early 20th century and, based upon US and European values and interests, has designed and sustained all its principal global political and economic institutions. But countries outside the European Union and United States now account for about half of the world economy, and in the aftermath of the Great Recession their share is growing rapidly. Hence their increasing ro...
The Global Outlook for Government Debt Over the Next 25 Years
This study addresses a fundamentally new feature of the contemporary world economy: the simultaneous buildup of very large public deficits and debt positions in virtually all of the advanced high-income countries. The recent global financial crisis sharply accelerated this fiscal deterioration, but it was already well underway in some countries, including the United States, where demographic prospects had posed extremely worrisome trajectories for a number of years. The book has three basic objectives. First, it projects the global fiscal outlook to 2035. Second, it asks whether the combination of deficits and debt in a large number of countries at the same time produces an impact on the wor...
China's Emerging Financial Markets
China’s emerging financial markets reflect the usual contrast between the country’s measured approach toward policy, regulatory, and market reform, and the dynamic pace of rapid economic growth and development. But they also offer unusual challenges and opportunities. In the past five years, the pace of opening and reform has accelerated sharply. Recapitalization and partial privatization of the largest banks, and the allowance of some joint venture and branch operations for foreign financial institutions, are making rapid headway in developing and expanding financial services and improving access to domestic business and households. This book provides the most extensive look available at the evolving Chinese financial system. It begins with alternative perspectives on the evolution of the financial system and the broad outlines of its prospects and potential contribution to economic growth. Three articles review broad aspects of the financial system. Franklin Allen, Jun ‘‘QJ’’ Qian, Meijun Qian, and Mengxin Zhao lead off with overviews of the banking system and performance of the equity market and other institutions.
China Danxia
This book presents the major research advances relating to Chinese Danxia landforms over the past 80 years. It covers geological setting, morphologic characteristics and evolution, biology and ecology, aesthetic value and earth science value, and briefly introduces the six heritage sites, enabling readers to gain a systematic understanding of Danxia landform theories and the China Danxia World Heritage sites.
