Virtual Currencies and Beyond
Virtual Currencies and Beyond

Author: Mr.Dong He

Publisher: International Monetary Fund

Published: 2016-01-20

Total Pages: 42

ISBN-13: 149836327X

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New technologies are driving transformational changes in the global financial system. Virtual currencies (VCs) and the underlying distributed ledger systems are among these. VCs offer many potential benefits, but also considerable risks. VCs could raise efficiency and in the long run strengthen financial inclusion. At the same time, VCs could be potential vehicles for money laundering, terrorist financing, tax evasion and fraud. While risks to the conduct of monetary policy seem less likely to arise at this stage given the very small scale of VCs, risks to financial stability may eventually emerge as the new technologies become more widely used. National authorities have begun to address these challenges and will need to calibrate regulation in a manner that appropriately addresses the risks without stifling innovation. As experience is gained, international standards and best practices could be considered to provide guidance on the most appropriate regulatory responses in different fields, thereby promoting harmonization and cooperation across jurisdictions.

Machine Learning for Asset Managers
Machine Learning for Asset Managers

Author: Marcos M. López de Prado

Publisher: Cambridge University Press

Published: 2020-04-22

Total Pages: 152

ISBN-13: 1108879721

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Successful investment strategies are specific implementations of general theories. An investment strategy that lacks a theoretical justification is likely to be false. Hence, an asset manager should concentrate her efforts on developing a theory rather than on backtesting potential trading rules. The purpose of this Element is to introduce machine learning (ML) tools that can help asset managers discover economic and financial theories. ML is not a black box, and it does not necessarily overfit. ML tools complement rather than replace the classical statistical methods. Some of ML's strengths include (1) a focus on out-of-sample predictability over variance adjudication; (2) the use of computational methods to avoid relying on (potentially unrealistic) assumptions; (3) the ability to "learn" complex specifications, including nonlinear, hierarchical, and noncontinuous interaction effects in a high-dimensional space; and (4) the ability to disentangle the variable search from the specification search, robust to multicollinearity and other substitution effects.

The Science of Disasters
The Science of Disasters

Author: Armin Bunde

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 472

ISBN-13: 3642562574

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This book tackles these questions by applying advanced methods from statistical physics and related fields to all types of non-linear dynamics prone to disaster. It gives readers an insight into the problems of catastrophes and is one of the first books on the theories of disaster. Based on physical and mathematical theories, the general principles of disaster appearance are explained.

The Future of Finance
The Future of Finance

Author: Henri Arslanian

Publisher: Springer

Published: 2019-07-15

Total Pages: 318

ISBN-13: 3030145336

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This book, written jointly by an engineer and artificial intelligence expert along with a lawyer and banker, is a glimpse on what the future of the financial services will look like and the impact it will have on society. The first half of the book provides a detailed yet easy to understand educational and technical overview of FinTech, artificial intelligence and cryptocurrencies including the existing industry pain points and the new technological enablers. The second half provides a practical, concise and engaging overview of their latest trends and their impact on the future of the financial services industry including numerous use cases and practical examples. The book is a must read for any professional currently working in finance, any student studying the topic or anyone curious on how the future of finance will look like.

Statistical Consequences of Fat Tails
Statistical Consequences of Fat Tails

Author: Nassim Nicholas Taleb

Publisher:

Published: 2020-06-30

Total Pages:

ISBN-13: 9781544508054

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The book investigates the misapplication of conventional statistical techniques to fat tailed distributions and looks for remedies, when possible. Switching from thin tailed to fat tailed distributions requires more than "changing the color of the dress." Traditional asymptotics deal mainly with either n=1 or n=∞, and the real world is in between, under the "laws of the medium numbers"-which vary widely across specific distributions. Both the law of large numbers and the generalized central limit mechanisms operate in highly idiosyncratic ways outside the standard Gaussian or Levy-Stable basins of convergence. A few examples: - The sample mean is rarely in line with the population mean, with effect on "naïve empiricism," but can be sometimes be estimated via parametric methods. - The "empirical distribution" is rarely empirical. - Parameter uncertainty has compounding effects on statistical metrics. - Dimension reduction (principal components) fails. - Inequality estimators (Gini or quantile contributions) are not additive and produce wrong results. - Many "biases" found in psychology become entirely rational under more sophisticated probability distributions. - Most of the failures of financial economics, econometrics, and behavioral economics can be attributed to using the wrong distributions. This book, the first volume of the Technical Incerto, weaves a narrative around published journal articles.

Blockchain and Cryptocurrencies
Blockchain and Cryptocurrencies

Author: Asma Salman

Publisher:

Published: 2019-08-28

Total Pages: 126

ISBN-13: 1789239133

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Finance is the language of business and as technological disruption accelerates, a fundamental change is under way. This presents both opportunities and challenges for current-day organizations and finance professionals alike. Money makes the world go around, they say; but digital money not only makes the world go around, it does it in a decentralized fashion. Because the currencies are decentralized, with the right mix of technology the opportunities that emerge are noteworthy and emerge as a game changer for financial institutions. This book shows many different aspects, examples, and regulations of cryptocurrencies through its underpinning technology of blockchain in the present-day digital era. The diversity of the authors who sum up this book signify the importance of implementation in the digitized economy. It is divided into four main sections, with topics on Bitcoin, blockchain and digital returns, impact of cryptocurrencies in gaming, and cryptocurrency exchanges.

How to DeFi: Beginner
How to DeFi: Beginner

Author: Darren Lau

Publisher: CoinGecko

Published: 2021-07-01

Total Pages: 229

ISBN-13:

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"This book details the new economies created by a generation of bankless pioneers. It's the best introduction you could ask for." - Mariano Conti, Head of Smart Contracts at Maker Foundation "If I didn't know anything about DeFi and needed to learn from scratch, this book is where I'd start." - Felix Feng, CEO of TokenSets “This book makes it easy for beginners to get started with DeFi.” - Hugh Karp, CEO of Nexus Mutual How to DeFi: Beginner, Second Edition, is the 2021 updated version of How to DeFi (March 2020). DeFi is an ecosystem of decentralized applications that provide financial services built on top of distributed networks with no governing authority. By April 2021, DeFi applications have locked up over $86 billion worth of cryptocurrencies in smart contracts. DeFi is expected to grow further in the coming years and is a key component in fulfilling Ethereum’s lofty vision and ambition. You will learn about the various elements of DeFi such as decentralized stablecoins, decentralized exchanges, decentralized lending, decentralized derivatives, decentralized insurance and more. DeFi has been immensely popular throughout 2019 to 2021 and is showing no signs of slowing down. Use this book to stay ahead of the curve and learn how you can utilize various DeFi applications to better understand the changes that will disrupt the traditional financial sector. In this book, you will discover: - What is DeFi and their differences with traditional finance - What is Ethereum and its role in DeFi - Step-by-step guides in using the various DeFi applications - Real-life use cases of DeFi and how you too can earn from opportunities within the space With simple, yet concise explanations and guides, it has never been easier for you to understand and get started with the various DeFi applications.

Trading Chaos
Trading Chaos

Author: Justine Gregory-Williams

Publisher: John Wiley & Sons

Published: 2012-06-28

Total Pages: 259

ISBN-13: 0470586273

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How to trade the markets by integrating Chaos Theory with market sentiment In the first edition of Trading Chaos, seasoned trader and psychologist Bill Williams detailed the potential of Chaos Theory-which seeks to make the unpredictable understandable-in trading and it revolutionized financial decision-making. The Second Edition of Trading Chaos is a cutting edge book that combines trading psychology and Chaos Theory and its particular effect on the markets. By examining both of these facets in relation to the current market, readers will have the best of all possible worlds when trading. Bill Williams, PhD, CTA (Solana Beach, CA), is President of Profitunity.com, a leader in the field of education for traders and investors. Justine Gregory-Williams (Solana Beach, CA) is President of the Profitunity Trading Group and a full-time trader.

Financial Risk Management for Cryptocurrencies
Financial Risk Management for Cryptocurrencies

Author: Eline Van der Auwera

Publisher: Springer Nature

Published: 2020-09-20

Total Pages: 119

ISBN-13: 303051093X

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This book explores the emerging field of risk management and risk analysis of cryptocurrencies, an area that has been generating considerable research. It begins by providing an introduction to digital finance and the concept of cryptocurrencies and blockchain technologies. It then describes in detail the intrinsic risks involved in cryptocurrencies, an area that, to date, has not been fully documented or investigated. Lastly, it discusses the various types of risk, with a focus on design, operational, market and quantitative risks. Providing insights into the analysis and management of cryptocurrencies, and serving as a starting point for a more in-depth risk analysis, this book will appeal to professionals and researchers interested in familiarizing themselves with the risks in cryptocurrencies, including academics, portfolio managers, risk-managers, quants, financial professionals, regulators, economists, asset managers and traders.

Blown to Bits
Blown to Bits

Author: Harold Abelson

Publisher: Addison-Wesley Professional

Published: 2008

Total Pages: 389

ISBN-13: 0137135599

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'Blown to Bits' is about how the digital explosion is changing everything. The text explains the technology, why it creates so many surprises and why things often don't work the way we expect them to. It is also about things the information explosion is destroying: old assumptions about who is really in control of our lives.