محصولات
Detecting regime change in computational finance: data science, machine learning and algorithmic trading - Original PDF
Detecting regime change in computational finance: data science, machine learning and algorithmic trading - Original PDF
نویسندگان: Chen, Jun; Tsang, Edward خلاصه: "Based on interdisciplinary research into "Directional Change", a new data-driven approach to financial data analysis, Detecting Regime Change in Computational Finance: Data Science, Machine Learning and, Algorithmic Trading applies machine learning to financial market monitoring and algorithmic trading. Directional Change is a new way of summarizing price changes in the market. Instead of sampling prices at fixed intervals (such as daily closing in time series), it samples prices when the market changes direction ("zigzag"). By sampling data in a different way, the book lays out concepts which enable the extraction of information that other market participants may not be able to see. The book includes a Foreword by Richard Olsen and explores the following topics: Data science: as an alternative to time series, price movements in a market can be summarised as directional changes Machine learning for regime change detection: historical regime changes in a market can be discovered by a Hidden Markov Model Regime characterisation: normal and abnormal regimes in historical data can be characterised using indicators defined under Directional Change Market Monitoring: by using historical characteristics of normal and abnormal regimes, one can monitor the market to detect whether the market regime has changed Algorithmic trading: regime tracking information can help us to design trading algorithms It will be of great interest to researchers in computational finance, machine learning, and data science"--;Background and literature survey -- Regime change detection using directional change indicators -- Classification of normal and abnormal regimes in financial markets -- Tracking regime changes using directional change indicators -- Algorithmic trading based on regime change tracking.
A World Trading System For The Twenty-First Century - Original PDF
A World Trading System For The Twenty-First Century - Original PDF
نویسندگان: Robert W. Staiger خلاصه: When designing a world trading system for the twenty-first century, “Keep calm and carry on” beats “Move fast and break things.” Global trade is in trouble. Climate change, digital trade, offshoring, the rise of emerging markets led by China: Can the World Trade Organization (WTO), built for trade in the twentieth century, meet the challenges of the twenty-first? The answer is yes, Robert Staiger tells us, arguing that adapting the WTO to the changed economic environment would serve the world better than a radical reset. Governed by the WTO, on the principles of the General Agreement on Tariffs and Trade (GATT), global trade rules traditionally focus on “shallow integration”—with an emphasis on reducing tariffs and trade impediments at the border—rather than “deep integration,” or direct negotiations over behind-the-border measures. Staiger charts the economic environment that gave rise to the former approach, explains when and why it worked, and surveys the changing landscape for global trade. In his analysis, the terms-of-trade theory of trade agreements provides a compelling framework for understanding the success of GATT in the twentieth century. And according to this understanding, Staiger concludes, the logic of GATT's design transcends many, if not all, of the current challenges faced by the WTO. With its penetrating view of the evolving global economic environment, A World Trading System for the Twenty-First Century shows us a global trading system in need of reform, and Staiger makes a persuasive case for using the architecture of the GATT/WTO as a basis for that reform.
Global Investing: A Practical Guide to the World's Best Financial Opportunities - Original PDF
Global Investing: A Practical Guide to the World's Best Financial Opportunities - Original PDF
نویسندگان: Darrin Erickson خلاصه: Identify and invest in the world’s best performing companies In Global Investing: A Practical Guide to the World’s Best Financial Opportunities, veteran portfolio manager Darrin Erickson walks readers through how to best analyze, understand, and invest in leading global businesses. In the book, you’ll discover how you can improve the performance of your investment portfolio by taking advantage of opportunities that exist outside of the borders of the country you happen to inhabit. The author discusses how to identify and make investments around the world in effective and efficient ways, and how to successfully manage the risks associated with investing in a foreign country. You’ll also find: Relevant information about key stock markets around the world Insights into the underlying dynamics of the world’s major global industries Fulsome discussions on how to evaluate companies within each global industry Advice on how to construct a portfolio of global stocks that will help you to build wealth and protect it during times of stock market weakness Descriptions of free and paid tools that belong on the radar of every successful global investor An indispensable and accessible resource for investors with a desire to engage with the world’s financial markets, Global Investing is a must-read handbook for any investor seeking to expand their horizons beyond their own country’s borders.
Between Market Economy and State Capitalism: China's State-Owned Enterprises and the World Trading System - Original PDF
Between Market Economy and State Capitalism: China's State-Owned Enterprises and the World Trading System - Original PDF
نویسندگان: Henry Gao, Weihuan Zhou خلاصه: One major issue facing the world trading system today is how to deal with the challenge of China's state capitalism. Many commentators believe that the existing WTO rules are insufficient and, thus new rules are needed. This book challenges this conventional wisdom. Through meticulous studies and fresh analysis of the commitments in China's WTO accession package, existing rules on state capitalism in WTO agreements and recent attempts to make new rules on these issues at the bilateral, regional and multilateral levels, this book argues that existing WTO rules, especially those on subsidies, coupled with China-specific rules in its accession protocol, do provide feasible tools to counter China's state capitalism. This book also discusses the reasons for the lack of usage of these rules and provides concrete policy suggestions on how the rules may be better utilized, as well as how to conduct constructive negotiations on new rules in the WTO and beyond.
Trading Futures: A Theological Critique of Financialized Capitalism - Original PDF
Trading Futures: A Theological Critique of Financialized Capitalism - Original PDF
نویسندگان: Filipe Maia خلاصه: The discourse of financialized capitalism tries to create a future predictable enough to manage risk for the wealthy, to shape the future into a profit-making site that constrains and privatizes the sense of what’s possible. Here, people’s hopes and meaning-making energies are policed through the burden of debt. In Trading Futures Filipe Maia offers a theological reflection on hope and the future, calling for escape routes from the debt economy. Drawing on Marxism, continental philosophy, and Latin American liberation theology, Maia provides a critical portrayal of financialization as a death-dealing mechanism that colonizes the future in its own image. Maia elaborates a Christian eschatology of liberation that offers a subversive mode of imagining future possibilities. He shows how the Christian vocabulary of hope can offer a way to critique the hegemony of financialized capitalism, propelling us in the direction of a just future that financial discourse cannot manage or control.
Cryptocurrency, Decentralized Finance Blockchains and Robust Trading Strategies - Original PDF
Cryptocurrency, Decentralized Finance Blockchains and Robust Trading Strategies - Original PDF
نویسندگان: Yosef Bonaparte خلاصه: EBOOK IN COLOUR Cryptocurrency has become an important part of the investing landscape, arising from a major shift in global payment methods. This book conducts a thorough review of the most important elements that investors need to know about Cryptocurrency, Decentralized Finance (DeFi) and Blockchain, regulation risk and, of course, robust trading strategy for cryptocurrency. Of interest to both the reader who is new to the possibilities of cryptocurrency and the seasoned investor, this text provides crucial knowledge of blockchain technology and the emergence of DeFi as a payment system.
Trading Power: West Germany's Rise to Global Influence, 1963–1975 - Original PDF
Trading Power: West Germany's Rise to Global Influence, 1963–1975 - Original PDF
نویسندگان: William Glenn Gray خلاصه: Trading Power traces the successes and failures of a generation of German political leaders as the Bonn Republic emerged as a substantial force in European, Atlantic, and world affairs. Over the course of the 1960s and 1970s, West Germans relinquished many trappings of hard power, most notably nuclear weapons, and learned to leverage their economic power instead. Obsessed with stability and growth, Bonn governments battled inflation in ways that enhanced the international position of the Deutsche Mark while upending the international monetary system. Germany's remarkable export achievements exerted a strong hold on the Soviet bloc, forming the basis for a new Ostpolitik under Willy Brandt. Through much trial and error, the Federal Republic learned how to find a balance among key Western allies, and in the mid-1970s Helmut Schmidt ensured Germany's centrality to institutions such as the European Council and the G-7 – the newly emergent leadership structures of the West.
Energy Trading and Risk Management: Commentary on Arbitrage, Risk Measurement, and Hedging Strategy - Original PDF
Energy Trading and Risk Management: Commentary on Arbitrage, Risk Measurement, and Hedging Strategy - Original PDF
نویسندگان: Tadahiro Nakajima, Shigeyuki Hamori خلاصه: This book introduces empirical methods for analyzing energy markets. Even beginners in econometrics and mathematical finance must be able to learn how to utilize these methodologies and how to interpret the analysis results. This book provides some example analyses of the North American, European, and Asian energy markets. The reader will experience some theories and practices of energy trading and risk management. This book reveals the characteristics of energy markets using quantitative analyses. Examples include unit root, cointegration, long-term equilibrium, stochastic arbitrage simulation, multivariate generalized autoregressive conditional heteroscedasticity (GARCH) models, exponential GARCH (EGARCH) models, optimal hedge ratio, copula, value-at-risk (VaR), expected shortfall, vector autoregressive (VAR) models, vector moving average (VMA) models, connectedness, and frequency decomposition. This book is suitable for people interested in the empirical study of energy markets and energy trade.
Financial Trading and Investing - Original PDF
Financial Trading and Investing - Original PDF
نویسندگان: John Teall خلاصه: Financial Trading and Investing, Third Edition provides a useful introduction to trading and market microstructure for advanced undergraduate as well as master’s students. Without demanding a background in econometrics, the book explores alternative markets and highlights recent regulatory developments, implementations, institutions and debates. The text offers explanations of controversial trading tactics (and blunders) such as high-frequency trading, dark liquidity pools, fat fingers, insider trading and flash orders, emphasizing links between the history of financial regulation and events in financial markets. It includes coverage of valuation and hedging techniques, particularly with respect to fixed income and derivative securities. The text adds a chapter on financial utilities and institutions that provide support services to traders and updates regulatory matters. Combining theory and application, this book provides a practical beginner's introduction to today's investment tools and markets with a special emphasis on trading.
Trading Options for Edge: A Professional Guide to Volatility Trading - Original PDF
Trading Options for Edge: A Professional Guide to Volatility Trading - Original PDF
نویسندگان: Mark Sebastian خلاصه: If you have experience in option trading, or a strong understanding of the options markets, but want to better understand how to trade given certain market conditions, this is the book for you. Mark Sebastian's new edition will teach trade evaluation, using Greeks, trading various spreads under different market conditions, portfolio-building, and risk management. Sebastian's approach will help traders understand how to find edge, what kind of trade under what conditions will capture edge, and how to create and successfully hedge. The book demonstrates how to structure a portfolio of trades that makes more money with less risk.

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