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Forecasting The Bitcoin Usd Exchange Rate Volatility
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Book Synopsis Elements of Financial Risk Management by : Peter Christoffersen
Download or read book Elements of Financial Risk Management written by Peter Christoffersen and published by Academic Press. This book was released on 2011-11-22 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Second Edition of this best-selling book expands its advanced approach to financial risk models by covering market, credit, and integrated risk. With new data that cover the recent financial crisis, it combines Excel-based empirical exercises at the end of each chapter with online exercises so readers can use their own data. Its unified GARCH modeling approach, empirically sophisticated and relevant yet easy to implement, sets this book apart from others. Five new chapters and updated end-of-chapter questions and exercises, as well as Excel-solutions manual, support its step-by-step approach to choosing tools and solving problems. Examines market risk, credit risk, and operational risk Provides exceptional coverage of GARCH models Features online Excel-based empirical exercises
Book Synopsis Cryptofinance and Mechanisms of Exchange by : Stéphane Goutte
Download or read book Cryptofinance and Mechanisms of Exchange written by Stéphane Goutte and published by Springer Nature. This book was released on 2020-01-03 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes how the rapid advancement in encryption and network computing gave birth to new tools and products that have influenced the local and global economy alike. One recent and notable example is the emergence of virtual currencies (such as Bitcoin) also known as cryptocurrencies. Virtual currencies introduced a fundamental transformation that affected the way goods, services and assets are exchanged. As a result of its distributed ledgers based on blockchain, cryptocurrencies not only offer some unique advantages to the economy, investors, and consumers, but also pose considerable risks to users and challenges for regulators when fitting the new technology into the old legal framework. The core of this proposed book is to present and discuss the evidence on financial asset capabilities of virtual currencies. The contributors of this volume analyze several interesting and timely issues such as the particularities of virtual currencies and their statistical characteristics; the diversification benefits of virtual currencies; the behavior and dependence structure between virtual currencies and the financial markets; the economic implications of virtual currencies, their effects, their price risk, and contagion spillovers in a unified and comprehensive framework; the future of virtual currencies and their distributed ledgers technology.
Book Synopsis Forecasting: principles and practice by : Rob J Hyndman
Download or read book Forecasting: principles and practice written by Rob J Hyndman and published by OTexts. This book was released on 2018-05-08 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.
Book Synopsis Advanced Studies of Financial Technologies and Cryptocurrency Markets by : Lukáš Pichl
Download or read book Advanced Studies of Financial Technologies and Cryptocurrency Markets written by Lukáš Pichl and published by Springer Nature. This book was released on 2020-07-29 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows that research contributions from different fields—finance, economics, computer sciences, and physics—can provide useful insights into key issues in financial and cryptocurrency markets. Presenting the latest empirical and theoretical advances, it helps readers gain a better understanding of financial markets and cryptocurrencies. Bitcoin was the first cryptocurrency to use a peer-to-peer network to prevent double-spending and to control its issue without the need for a central authority, and it has attracted wide public attention since its introduction. In recent years, the academic community has also started gaining interest in cyptocurrencies, and research in the field has grown rapidly. This book presents is a collection of the latest work on cryptocurrency markets and the properties of those markets. This book will appeal to graduate students and researchers from disciplines such as finance, economics, financial engineering, computer science, physics and applied mathematics working in the field of financial markets, including cryptocurrency markets.
Book Synopsis Econometrics of Risk by : Van-Nam Huynh
Download or read book Econometrics of Risk written by Van-Nam Huynh and published by Springer. This book was released on 2014-12-15 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book contains several state-of-the-art papers devoted to econometrics of risk. Some papers provide theoretical analysis of the corresponding mathematical, statistical, computational, and economical models. Other papers describe applications of the novel risk-related econometric techniques to real-life economic situations. The book presents new methods developed just recently, in particular, methods using non-Gaussian heavy-tailed distributions, methods using non-Gaussian copulas to properly take into account dependence between different quantities, methods taking into account imprecise ("fuzzy") expert knowledge, and many other innovative techniques. This versatile volume helps practitioners to learn how to apply new techniques of econometrics of risk, and researchers to further improve the existing models and to come up with new ideas on how to best take into account economic risks.
Book Synopsis Analysis of Financial Time Series by : Ruey S. Tsay
Download or read book Analysis of Financial Time Series written by Ruey S. Tsay and published by Wiley-Interscience. This book was released on 2001-11-01 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamental topics and new methods in time series analysis Analysis of Financial Time Series provides a comprehensive and systematic introduction to financial econometric models and their application to modeling and prediction of financial time series data. It utilizes real-world examples and real financial data throughout the book to apply the models and methods described. The author begins with basic characteristics of financial time series data before covering three main topics: analysis and application of univariate financial time series; the return series of multiple assets; and Bayesian inference in finance methods. Timely topics and recent results include: Value at Risk (VaR) High-frequency financial data analysis Markov Chain Monte Carlo (MCMC) methods Derivative pricing using jump diffusion with closed-form formulas VaR calculation using extreme value theory based on a non-homogeneous two-dimensional Poisson process Multivariate volatility models with time-varying correlations Ideal as a fundamental introduction to time series for MBA students or as a reference for researchers and practitioners in business and finance, Analysis of Financial Time Series offers an in-depth and up-to-date account of these vital methods.
Download or read book Digital Gold written by Nathaniel Popper and published by HarperCollins. This book was released on 2016-05-17 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: A New York Times reporter’s “vivid” account of the dramatic rise of Bitcoin and how it has led to untold riches for some—and prison terms for others (Financial Times). Shortlisted for the Financial Times and McKinsey Business Book of the Year A New York Times Book Review Editor’s Choice The notion of a new currency, maintained by the computers of users around the world, has been the butt of many jokes, but that has not stopped it from growing into a technology worth billions of dollars, supported by the hordes of followers who have come to view it as the most important new idea since the creation of the Internet. Believers from Beijing to Buenos Aires see the potential for a financial system free from banks and governments. More than just a tech industry fad, Bitcoin has threatened to decentralize some of society’s most basic institutions. An unusual tale of group invention, Digital Gold charts the rise of the Bitcoin technology through the eyes of the movement’s colorful central characters, including an Argentinian millionaire, a Chinese entrepreneur, Tyler and Cameron Winklevoss, and Bitcoin’s elusive creator, Satoshi Nakamoto. “Engrossing.” —Library Journal “An elegant, thrilling tour-de-force. . . .The fast-paced action never stops.” —William D. Cohan, New York Times–bestselling author of Power Failure
Download or read book Disrupting Finance written by Theo Lynn and published by Springer. This book was released on 2018-12-06 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access Pivot demonstrates how a variety of technologies act as innovation catalysts within the banking and financial services sector. Traditional banks and financial services are under increasing competition from global IT companies such as Google, Apple, Amazon and PayPal whilst facing pressure from investors to reduce costs, increase agility and improve customer retention. Technologies such as blockchain, cloud computing, mobile technologies, big data analytics and social media therefore have perhaps more potential in this industry and area of business than any other. This book defines a fintech ecosystem for the 21st century, providing a state-of-the art review of current literature, suggesting avenues for new research and offering perspectives from business, technology and industry.
Book Synopsis The Evolution of Economic Institutions by : Geoffrey Martin Hodgson
Download or read book The Evolution of Economic Institutions written by Geoffrey Martin Hodgson and published by Edward Elgar Publishing. This book was released on 2007-01-01 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume documents in a unique manner the momentum the institutionalist, evolutionary research agenda has regained over the past two decades. The thought-provoking contributions come from prominent authors with a rather heterogeneous theoretical background. Nonetheless, they all convene in elaborating on issues that have always been at the core of the institutionalist agenda and show how these issues relate to cutting edge research in modern economics. Ulrich Witt, Max Planck Institute of Economics, Jena, Germany This excellent EAEPE Reader brings together a range of perspectives on the role of institutions in economics. It is very well structured, with parts on microeconomics, macroeconomics, markets and economic evolution. Each part contains chapters written by renowned experts in their respective fields and there is an authoritative introductory chapter by the editor. This Reader is invaluable for economics students and academic economists wishing to better understand how institutions and individual behaviours interact in the economic system. Much of standard economic analysis either ignores institutions or makes overly restrictive assumptions about them the authors in this book show, persuasively, that economics, without an adequate treatment of institutions and institutional change, is of very little scientific worth. John Foster, The University of Queensland, Australia This is a great set of essays. To get the richness they contain, the reader must be already familiar with the broad orientation of the literature on economic institutions. Given that background, I can think of no collection or essays that frame, illuminate, and probe modern institutional economics as well as does this set. Geoffrey Hodgson, who chose the collection, and the authors of the essays, are to be congratulated and thanked. Richard R. Nelson, Columbia University, US It is now widely acknowledged that institutions are a crucial factor in economic performance. Major developments have been made in our understanding of the nature and evolution of economic institutions in the last few years. This book brings together some key contributions in this area by leading internationally renowned scholars including Paul A. David, Christopher Freeman, Alan P. Kirman, Jan Kregel, Brian J. Loasby, J. Stanley Metcalfe, Bart Nooteboom and Ugo Pagano. This essential reader covers topics such as the relationship between institutions and individuals, institutions and economic development, the nature and role of markets, and the theory of institutional evolution. The book not only outlines cutting-edge developments in the field but also indicates key directions of future research for institutional and evolutionary economics. Vital reading on one of the most dynamic and rapidly growing areas of research today, The Evolution of Economic Institutions will be of great interest to researchers, students and lecturers in economics and business studies.
Book Synopsis Financial Risk Management with Bayesian Estimation of GARCH Models by : David Ardia
Download or read book Financial Risk Management with Bayesian Estimation of GARCH Models written by David Ardia and published by Springer Science & Business Media. This book was released on 2008-05-08 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents in detail methodologies for the Bayesian estimation of sing- regime and regime-switching GARCH models. These models are widespread and essential tools in n ancial econometrics and have, until recently, mainly been estimated using the classical Maximum Likelihood technique. As this study aims to demonstrate, the Bayesian approach o ers an attractive alternative which enables small sample results, robust estimation, model discrimination and probabilistic statements on nonlinear functions of the model parameters. The author is indebted to numerous individuals for help in the preparation of this study. Primarily, I owe a great debt to Prof. Dr. Philippe J. Deschamps who inspired me to study Bayesian econometrics, suggested the subject, guided me under his supervision and encouraged my research. I would also like to thank Prof. Dr. Martin Wallmeier and my colleagues of the Department of Quantitative Economics, in particular Michael Beer, Roberto Cerratti and Gilles Kaltenrieder, for their useful comments and discussions. I am very indebted to my friends Carlos Ord as Criado, Julien A. Straubhaar, J er ^ ome Ph. A. Taillard and Mathieu Vuilleumier, for their support in the elds of economics, mathematics and statistics. Thanks also to my friend Kevin Barnes who helped with my English in this work. Finally, I am greatly indebted to my parents and grandparents for their support and encouragement while I was struggling with the writing of this thesis.
Book Synopsis Blockchain Economics and Financial Market Innovation by : Umit Hacioglu
Download or read book Blockchain Economics and Financial Market Innovation written by Umit Hacioglu and published by Springer Nature. This book was released on 2019-12-03 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses various aspects of blockchains in economic systems and investment strategies in crypto markets. It first addresses the topic from a conceptual and theoretical point of view, and then analyzes it from an assessment and investment angle. Further, it examines the opportunities and limitations of the taxation of crypto currency, as well as the political implications, such as regulation of speculation with crypto currencies. The book is intended for academicians and students in the fields of economics and finance.
Book Synopsis Quality Control and Assurance by : Leo Kounis
Download or read book Quality Control and Assurance written by Leo Kounis and published by BoD – Books on Demand. This book was released on 2017-02-22 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quality control and assurance cover a diverse area of modern life and play, undeniably, an important role. This book brings together a collection of international papers that showcase examples of current research and practice in industry and the medical profession. It is hoped that engineers, researchers and scientists will be assisted in their continuous quest for excelling in qualitative aspects. The Ancient Greek word arete means excellence or virtue and defines the highest qualitative state: a mans effectiveness and skill in goodness (optimum potentiae). Indeed, Ancient Greeks believed that without quality control, specifications are useless and may result to illegitimacy, which in turn may become a threat to society itself.
Book Synopsis Bayesian Econometrics by : Mauro Bernardi
Download or read book Bayesian Econometrics written by Mauro Bernardi and published by MDPI. This book was released on 2020-12-28 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the advent of Markov chain Monte Carlo (MCMC) methods in the early 1990s, Bayesian methods have been proposed for a large and growing number of applications. One of the main advantages of Bayesian inference is the ability to deal with many different sources of uncertainty, including data, models, parameters and parameter restriction uncertainties, in a unified and coherent framework. This book contributes to this literature by collecting a set of carefully evaluated contributions that are grouped amongst two topics in financial economics. The first three papers refer to macro-finance issues for real economy, including the elasticity of factor substitution (ES) in the Cobb–Douglas production function, the effects of government public spending components, and quantitative easing, monetary policy and economics. The last three contributions focus on cryptocurrency and stock market predictability. All arguments are central ingredients in the current economic discussion and their importance has only been further emphasized by the COVID-19 crisis.
Book Synopsis Blockchain and Cryptocurrencies by : Saralees Nadarajah
Download or read book Blockchain and Cryptocurrencies written by Saralees Nadarajah and published by MDPI. This book was released on 2021-01-13 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain and cryptocurrencies have recently captured the interest of academics and those in industry. Cryptocurrencies are essentially digital currencies that use blockchain technology and cryptography to facilitate secure and anonymous transactions. The cryptocurrency market is currently worth over $500 billion. Many institutions and countries are starting to understand and implement the idea of cryptocurrencies in their business models. This Special Issue will provide a collection of papers from leading experts in the area of blockchain and cryptocurrencies. The topics covered in this Special Issue will include but are not limited to the following: academic research on blockchain and cryptocurrencies; industrial applications of blockchain and cryptocurrencies; applications of fintech in academia and industry; the economics of blockchain technology, and the financial analysis and risk management with cryptocurrencies.
Book Synopsis Financial Cryptography and Data Security by : Joseph Bonneau
Download or read book Financial Cryptography and Data Security written by Joseph Bonneau and published by Springer Nature. This book was released on 2020-07-17 with total page 689 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 24th International Conference on Financial Cryptography and Data Security, FC 2020, held in Kota Kinabalu, Malaysia, in February 2020. The 34 revised full papers and 2 short papers were carefully selected and reviewed from 162 submissions. The papers are grouped in the following topical sections: attacks; consensus; cryptoeconomics; layer 2; secure computation; privacy; crypto foundations; empirical studies; and smart contracts.
Book Synopsis Alternative Assets and Cryptocurrencies by : Christian Hafner
Download or read book Alternative Assets and Cryptocurrencies written by Christian Hafner and published by MDPI. This book was released on 2019-07-26 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Alternative assets such as fine art, wine, or diamonds have become popular investment vehicles in the aftermath of the global financial crisis. Correlation with classical financial markets is typically low, such that diversification benefits arise for portfolio allocation and risk management. Cryptocurrencies share many alternative asset features, but are hampered by high volatility, sluggish commercial acceptance, and regulatory uncertainties. This collection of papers addresses alternative assets and cryptocurrencies from economic, financial, statistical, and technical points of view. It gives an overview of their current state and explores their properties and prospects using innovative approaches and methodologies.
Book Synopsis Virtual Currencies and Beyond by : Mr.Dong He
Download or read book Virtual Currencies and Beyond written by Mr.Dong He and published by International Monetary Fund. This book was released on 2016-01-20 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
