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.
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.
"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.
Explore the differences between ICOs, cryptocurrencies, and tokens (offerings), enabling the reader to understand the ICO landscape, how millions were raised in minutes, and where the future of the tokenized economy is heading. Take a real-time journey, cutting through the myths, understanding token choices available to everyone. Key FeaturesInterviews with key figures in TokenomicsUnbiased evaluation and comparison of the different offeringsConceptual analysis of the market’s reactionLeague table showing current exposureAn account of the theoretical and current legal foundations of alt coins and tokensA complete introduction to the phases of an initial coin offeringBook Description Tokenomics is the economy of this new world. This is a no-holds-barred, in-depth exploration of the way in which we can participate in the blockchain economy. The reader will learn the basics of bitcoin, blockchains, and tokenomics; what the very first ICO was; and how over a period of 5 years, various projects managed to raise the enormous sums of money they did. The book then provides insights from ICO experts and looks at what the future holds. By comparing the past, current, and future of this technology, the book will inform anyone, whatever motivates their interest. The crypto shift of blockchains, ICOs, and tokens is much more than just buying bitcoins, creating tokens, or raising millions in a minute in an ICO. It is a new paradigm shift from centralized to decentralized, from closed to open, and from opaqueness to transparency. ICOs and the creation of tokens during the craze of 2017 needed a lot of preparation, an understanding of cryptocurrencies and of emerging legal frameworks, but this has spurred a new movement to tokenize the world. The author gives an unbiased, authoritative picture of the current playing field, exploring the token opportunities and provides a unique insight into the developing world of this tokenized economy. This book will nourish hungry minds wanting to grow their knowledge in this fascinating area. What you will learnThe background of ICOs and how they came to beThe difference between a coin and a token, a utility and a security, and all the other acronyms you’re likely to ever encounterHow these ICOs raised enormous sums of moneyTokenomics: structuring the token with creativityWhy it’s important to play nicely with the regulatorsA sneak peak into the future of ICOs from leaders in the industryWho this book is for With the media hype about bitcoin, this book appeals to anyone, from those with a general interest in anything crypto, or those with some knowledge of the nuances between cryptocurrency, ICOs, IPOs and the Token economy.
This handbook will provide a comprehensive treatment of the gamut of issues and challenges that exist through the development of both cryptocurrencies and blockchain technology. This will not be confined to simply the investment potential within these new technological areas. We will examine the challenges in the regulatory, legal, taxation, accounting, modelling, ethical, macroeconomic impact and internationalization issues. Research on cryptocurrencies and blockchain technology has identified issues such as pricing abnormalities and bubble-like behavior, indicating that these new assets are highly speculative in nature, contain a growing number of legal abnormalities (such as the hacking of exchanges and broad theft of investor assets) and a growing number of significant regulatory issues. It is paramount that we investigate each of these issues in great detail to help to determine whether cryptocurrencies and blockchain technology merits consideration as a sustainable alternative investment asset. The handbook will be useful for specialist technical audiences such as legal, accounting and financial practices. It will also be beneficial for upper level masters and research students in economics, law, accounting, taxation, investment and portfolio management.
"Education is paramount in DeFi and resources such as How to DeFi are so important. Not only is this an excellent sequel, but once again, the team at CoinGecko have managed to provide a comprehensive and in-depth overview of an ever changing space” – Ganesh Swami, CEO of Covalent "This book comes as an excellent follow-up to their first book, and provides a deeper dive into DeFi and on how to navigate the nuances in the space.” – Jocelyn Chang, APAC Growth Lead, MakerDAO Growth Core Unit “How To DeFi will help you make life-changing decisions when building and using DeFi protocols and applications of this decade.” – Molly Wintermute, Founder of Hegic Decentralized Finance’s (DeFi) mission is clear: reinventing traditional finance's infrastructure and interface with greater transparency, accessibility, efficiency, convenience, and interoperability. By April 2021, there has been over $86 billion worth of cryptocurrencies locked up in the DeFi applications, 86 times larger than a year ago. The traditional financial industry is getting rapidly disrupted and DeFi is reshaping the way global financial systems operate. In this book, you will learn about various decentralized financial primitives, such as stablecoins, exchanges, lending, insurance, derivatives, and more. DeFi has already existed since 2018, but it has recently witnessed a surge in popularity in the first half of 2021 with no ceiling in sight. Use this book to gain insight into the novel financial innovations enabled by DeFi. Join us in this exciting adventure of redefining finance. In this book, you will discover: - What is DeFi and the key categories within it - An insider’s look at how to evaluate various DeFi protocols - Services that empower the DeFi ecosystem: Oracles and Data Aggregators - Multichain bridges that seamlessly connect and move funds between blockchains - Causes of DeFi exploits and how can you avoid them
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, also known as cryptocurrencies or digital currencies. Virtual currencies, such as Bitcoin, introduced a fundamental transformation that affected the way goods, services, and assets are exchanged. Virtual currencies are experiencing an increasing popularity in the financial markets and in portfolio management as can be classified as financial asset or commodities on a scale from pure medium of exchange advantages to pure store of value advantages. As a result of its distributed ledgers based on blockchain, cryptocurrencies 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. Bitcoin for example may be useful in risk management and ideal for risk-averse investors in anticipation of negative shocks to the market. The core objective of this proposed book is to provide a comprehensive discussion on the important issues related to cryptocurrencies ranging from pricing, financial, legal to technological aspects.
This best-selling textbook addresses the need for an introduction to econometrics specifically written for finance students. Key features: • Thoroughly revised and updated, including two new chapters on panel data and limited dependent variable models • Problem-solving approach assumes no prior knowledge of econometrics emphasising intuition rather than formulae, giving students the skills and confidence to estimate and interpret models • Detailed examples and case studies from finance show students how techniques are applied in real research • Sample instructions and output from the popular computer package EViews enable students to implement models themselves and understand how to interpret results • Gives advice on planning and executing a project in empirical finance, preparing students for using econometrics in practice • Covers important modern topics such as time-series forecasting, volatility modelling, switching models and simulation methods • Thoroughly class-tested in leading finance schools. Bundle with EViews student version 6 available. Please contact us for more details.
Our life is a highly nonlinear process. It starts with birth and ends with death; in between there are a lot of ups and downs. Quite often, we believe that stable and steady situations, probably easy to capture by linearization, are paradisiacal, but already after a short period of everyday routine we usually become bored and seek change, that is, nonlinearities. If we reflect for a while, we notice that our life and our perceptions are mainly determined by nonlinear phenomena, for example, events occurring suddenly and unexpectedly. One may be surprised by how long scientists tried to explain our world by models based on a linear ansatz. Due to the lack of typical nonlinear patterns, although everybody experienced nonlinearities, nobody could classify them and, thus,· study them further. The discoveries of the last few decades have finally provided access to the world of nonlinear phenomena and have initiated a unique inter disciplinary field of research: nonlinear science. In contrast to the general tendency of science to become more branched out and specialized as the result of any progress, nonlinear science has brought together many different disciplines. This has been motivated not only by the immense importance of nonlinearities for science, but also by the wonderful simplicity ohhe concepts. Models like the logistic map can be easily understood by high school students and have brought revolutionary new insights into our scientific under standing.
The highly prized ability to make financial plans with some certainty about the future comes from the core fields of economics. In recent years the availability of more data, analytical tools of greater precision, and ex post studies of business decisions have increased demand for information about economic forecasting. Volumes 2A and 2B, which follows Nobel laureate Clive Granger's Volume 1 (2006), concentrate on two major subjects. Volume 2A covers innovations in methodologies, specifically macroforecasting and forecasting financial variables. Volume 2B investigates commercial applications, with sections on forecasters' objectives and methodologies. Experts provide surveys of a large range of literature scattered across applied and theoretical statistics journals as well as econometrics and empirical economics journals. The Handbook of Economic Forecasting Volumes 2A and 2B provide a unique compilation of chapters giving a coherent overview of forecasting theory and applications in one place and with up-to-date accounts of all major conceptual issues. - Focuses on innovation in economic forecasting via industry applications - Presents coherent summaries of subjects in economic forecasting that stretch from methodologies to applications - Makes details about economic forecasting accessible to scholars in fields outside economics
