The Macro-Economics of Crypto-Currencies: Balancing Entrepreneurialism and Monetary Policy
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Peer Co-Movement in Crypto Markets
Peer Co-Movement in Crypto Markets G. Schwenkler and H. Zheng∗ February 4, 2021y Abstract We show that peer linkages induce significant price co-movement in crypto markets in excess of common risk factors and correlated demand shocks. When large abnormal return shocks hit one crypto, its peers experience unusually large abnormal returns of the opposite sign. These effects are primarily concentrated among smaller peers and revert after several weeks, resulting in predictable returns. We develop trading strategies that exploit this rever- sal, and show that they are profitable even after accounting for trading fees and frictions. We establish our results by identifying crypto peers through co-mentions in online news using novel natural language processing technologies. Keywords: Cryptocurrencies, peers, co-movement, competition, natural language pro- cessing. JEL codes: G12, G14, C82. ∗Schwenkler is at the Department of Finance, Santa Clara University Leavey School of Business. Zheng is at the Department of Finance, Boston University Questrom School of Business. Schwenkler is corresponding author. Email: [email protected], web: http://www.gustavo-schwenkler.com. yThis is a revision of a previous paper by the two authors called \Competition or Contagion: Evidence from Cryptocurrency Markets." We are grateful to Jawad Addoum (discussant), Daniele Bianchi (discussant), Will Cong, Tony Cookson, Sanjiv Das, Seoyoung Kim, Andreas Neuhierl, Farzad Saidi, and Antoinette Schoar, seminar participants at Boston University and the Society for Financial Econometrics, and the participants at the 2020 Finance in the Cloud III Virtual Conference, the 2020 MFA Annual Meeting, the 3rd UWA Blockchain, Cryptocurrency and FinTech Conference, and the 2020 INFORMS Annual Meeting for useful comments and suggestions. -
Blockchain – Operator Opportunities Version 1.0 July 2018
Blockchain – Operator Opportunities Version 1.0 July 2018 About the GSMA The GSMA represents the interests of mobile operators worldwide, uniting more than 750 operators with over 350 companies in the broader mobile ecosystem, including handset and device makers, software companies, equipment providers and internet companies, as well as organisations in adjacent industry sectors. The GSMA also produces the industry-leading MWC events held annually in Barcelona, Los Angeles and Shanghai, as well as the Mobile 360 Series of regional conferences. For more information, please visit the GSMA corporate website at www.gsma.com. Follow the GSMA on Twitter: @GSMA. About the GSMA Internet Group The GSMA Internet Group (IG) is the key working group which researches, analyses and measures the potential opportunities and impacts of new web and internet technologies on mobile operator networks and platforms. We maintain the most up-to-date knowledge base of new internet and web innovations through intelligence gathering of available global research and active participation in key Standards organisations. www.gsma.com/workinggroups Authors: Peter Ajn Vanleeuwen, KPN Douwe van de Ruit, KPN Contributors: Dan Druta, AT&T Axel Nennker, Deutsche Telecom Shamit Bhat, GSMA Rinze Cats, KPN Kaissar Jabr, Monty Holding Page 2 of 36 Table of Contents Blockchain – Operator Opportunities ............................................................................ 1 Version 1.0 ............................................................................................................................... -
Complementary Currencies: Mutual Credit Currency Systems and the Challenge of Globalization
Complementary Currencies: Mutual Credit Currency Systems and the Challenge of Globalization Clare Lascelles1 Abstract Complementary currencies—currencies operating alongside the official currency—have taken many forms throughout the last century or so. While their existence has a rich history, complementary currencies are increasingly viewed as anachronistic in a world where the forces of globalization promote further integration between economies and societies. Even so, towns across the globe have recently witnessed the introduction of complementary currencies in their region, which connotes a renewed emphasis on local identity. This paper explores the rationale behind the modern-day adoption of complementary currencies in a globalized system. I. Introduction Coined money has two sides: heads and tails. ‘Heads’ represents the state authority that issued the coin, while ‘tails’ displays the value of the coin as a medium of exchange. This duality—the “product of social organization both from the top down (‘states’) and from the bottom up (‘markets’)”—reveals the coin as “both a token of authority and a commodity with a price” (Hart, 1986). Yet, even as side ‘heads’ reminds us of the central authority that underwrote the coin, currency can exist outside state control. Indeed, as globalization exerts pressure toward financial integration, complementary currencies—currencies existing alongside the official currency—have become common in small towns and regions. This paper examines the rationale behind complementary currencies, with a focus on mutual credit currency, and concludes that the modern-day adoption of complementary currencies can be attributed to the depersonalizing force of globalization. II. Literature Review Money is certainly not a topic unstudied. -
Express Money: Avoiding the Eurozone Breakup - 15
Express Money: Avoiding the Eurozone Breakup - 15. Febr. 2012 - 1 Express Money: Avoiding the Eurozone Breakup Economic Recovery in Debt-Ridden Countries via Fast-Circulating, Slow-Leaking Regional Money By Christian Gelleri and Thomas Mayer, February 2012 English translation: Philip Beard, Ph.D. Abstract vide it with further billions of euros. Low-income The euro crisis can be overcome. The solution people bear practically no increased burden. is called Express Money. • EM credits carry a lower interest rate than euro Its advantages are as follows: credits, thus facilitating economic investment. • Using Express Money, the euro crisis coun- • The EM will quickly become the vehicle for a tries can speed up monetary circulation in their large percentage of domestic payment transac- tions. economies (”liquidity optimization”), thus promo- ting economic growth, creating new jobs, en- • The EM will circulate only in the real goods- hancing tax revenues, and reducing their depen- and-services economy, since it will not be sui- dence on foreign countries. table for speculative ”financial products”. • The parliaments and governments of Greece, • Countries will gain the benefits of a regional Portugal, and/or Ireland can move autonomously currency while not being forced out of the euro to adopt a government-issued regional curren- – an outcome far preferable to a catastrophic cy (henceforth: ”EM”, for Express Money). euro abandonment. • The EM is unique in two ways: 1) Via its spen- ding incentive (a user fee), monetary circulati- • Express Money will only come about, howe- on is accelerated, thereby stimulating the eco- ver, once the idea finds its way to responsible nomy. -
Pwc I 2Nd Global Crypto M&A and Fundraising Report
2nd Global Crypto M&A and Fundraising Report April 2020 2 PwC I 2nd Global Crypto M&A and Fundraising Report Dear Clients and Friends, We are proud to launch the 2nd edition of our Global Crypto M&A and Fundraising Report. We hope that the market colour and insights from this report will be useful data points. We will continue to publish this report twice a year to enable you to monitor the ongoing trends in the crypto ecosystem. PwC has put together a “one stop shop” offering, focused on crypto services across our various lines of services in over 25 jurisdictions, including the most active crypto jurisdictions. Our goal is to service your needs in the best possible way leveraging the PwC network and allowing you to make your project a success. Our crypto clients include crypto exchanges, crypto investors, crypto asset managers, ICOs/IEOs/STOs/stable and asset backed tokens, traditional financial institutions entering the crypto space as well as governments, central banks, regulators and other policy makers looking at the crypto ecosystem. As part of our “one stop shop” offering, we provide an entire range of services to the crypto ecosystem including strategy, legal, regulatory, accounting, tax, governance, risk assurance, audit, cybersecurity, M&A advisory as well as capital raising. More details are available on our global crypto page as well as at the back of this report. 2nd Global Crypto M&A and Fundraising Report April 2020 PwC 2 3 PwC I 2nd Global Crypto M&A and Fundraising Report 5 Key takeaways when comparing 2018 vs 2019 There -
Cryptocurrencies Exploring the Application of Bitcoin As a New Payment Instrument
Cryptocurrencies Exploring the Application of Bitcoin as a New Payment Instrument By Shinnecock Partners in association with Sophia Bak, Jimmy Yang, Peter Shea, and Neil Liu About the Authors Shinnecock Partners undertook this study of cryptocurrencies with the authors to understand this revolutionary payment system and related technology, explore its disruptive potential, and assess the merits of investing in it. Shinnecock Partners is a 25 year old investment boutique with an especial focus on niche investments offering higher returns with less risk than more traditional investments in long equities and bonds. Sophia Bak is an analyst intern at Shinnecock Partners. She is an MBA candidate at UCLA Anderson School of Management with a focus on Finance. Prior to Anderson, she spent five years at Mirae Asset Global Investments, working in equity research, global business strategy, and investment development. She holds a B.S. in Business Administration from Carnegie Mellon University with concentration in Computing and Information Technology. Jimmy Yang is a third-year undergraduate student at UCLA studying Business Economics and Accounting. Peter Shea is a third-year undergraduate student at UCLA studying Mathematics, Economics and Statistics. Neil Liu is a third-year undergraduate student at UCLA studying Applied Mathematics and Business Economics. Acknowledgements We are grateful to the individuals who shared their time and expertise with us. We want to thank John Villasenor, UCLA professor of Electrical Engineering and Public Policy, Brett Stapper and Brian Lowrance from Falcon Global Capital, and Tiffany Wan and Max Hoblitzell from Deloitte Consulting LLP. We also want to recognize Tracy Williams and Steven Kroll for their thoughtful feedback and support. -
Bitcoin: Technology, Economics and Business Ethics
Bitcoin: Technology, Economics and Business Ethics By Azizah Aljohani A thesis submitted to the Faculty of Graduate and Postdoctoral Studies in partial fulfilment of the degree requirements of MASTER OF SCIENCE IN SYSTEM SCIENCE FACULTY OF ENGINEERING University of Ottawa Ottawa, Ontario, Canada August 2017 © Azizah Aljohani, Ottawa, Canada, 2017 KEYWORDS: Virtual currencies, cryptocurrencies, blockchain, Bitcoin, GARCH model ABSTRACT 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. 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. This paper attempts to model the volatility of bitcoin using 5 variants of the GARCH model namely: GARCH(1,1), EGARCH(1,1) IGARCH(1,1) TGARCH(1,1) and GJR-GARCH(1,1). Once the best model is selected, an OLS regression was ran on the volatility series to measure the day of the week the effect. The results indicate that the TGARCH (1,1) model best fits the volatility price for the data. Moreover, Sunday appears as the most significant day in the week. A nontechnical discussion of several aspects and features of virtual currencies and a glimpse at what the future may hold for these decentralized currencies is also presented. -
PWC and Elwood
2020 Crypto Hedge Fund Report Contents Introduction to Crypto Hedge Fund Report 3 Key Takeaways 4 Survey Data 5 Investment Data 6 Strategy Insights 6 Market Analysis 7 Assets Under Management (AuM) 8 Fund performance 9 Fees 10 Cryptocurrencies 11 Derivatives and Leverage 12 Non-Investment Data 13 Team Expertise 13 Custody and Counterparty Risk 15 Governance 16 Valuation and Fund Administration 16 Liquidity and Lock-ups 17 Legal and Regulatory 18 Tax 19 Survey Respondents 20 About PwC & Elwood 21 Introduction to Crypto Hedge Fund report In this report we provide an overview of the global crypto hedge fund landscape and offer insights into both quantitative elements (such as liquidity terms, trading of cryptocurrencies and performance) and qualitative aspects, such as best practice with respect to custody and governance. By sharing these insights with the broader crypto industry, our goal is to encourage the adoption of sound practices by market participants as the ecosystem matures. The data contained in this report comes from research that was conducted in Q1 2020 across the largest global crypto hedge funds by assets under management (AuM). This report specifically focuses on crypto hedge funds and excludes data from crypto index/tracking/passive funds and crypto venture capital funds. 3 | 2020 Crypto Hedge Fund Report Key Takeaways: Size of the Market and AuM: Performance and Fees: • We estimate that the total AuM of crypto hedge funds • The median crypto hedge fund returned +30% in 2019 (vs - globally increased to over US$2 billion in 2019 from US$1 46% in 2018). billion the previous year. -
Cryptocurrency: the Economics of Money and Selected Policy Issues
Cryptocurrency: The Economics of Money and Selected Policy Issues Updated April 9, 2020 Congressional Research Service https://crsreports.congress.gov R45427 SUMMARY R45427 Cryptocurrency: The Economics of Money and April 9, 2020 Selected Policy Issues David W. Perkins Cryptocurrencies are digital money in electronic payment systems that generally do not require Specialist in government backing or the involvement of an intermediary, such as a bank. Instead, users of the Macroeconomic Policy system validate payments using certain protocols. Since the 2008 invention of the first cryptocurrency, Bitcoin, cryptocurrencies have proliferated. In recent years, they experienced a rapid increase and subsequent decrease in value. One estimate found that, as of March 2020, there were more than 5,100 different cryptocurrencies worth about $231 billion. Given this rapid growth and volatility, cryptocurrencies have drawn the attention of the public and policymakers. A particularly notable feature of cryptocurrencies is their potential to act as an alternative form of money. Historically, money has either had intrinsic value or derived value from government decree. Using money electronically generally has involved using the private ledgers and systems of at least one trusted intermediary. Cryptocurrencies, by contrast, generally employ user agreement, a network of users, and cryptographic protocols to achieve valid transfers of value. Cryptocurrency users typically use a pseudonymous address to identify each other and a passcode or private key to make changes to a public ledger in order to transfer value between accounts. Other computers in the network validate these transfers. Through this use of blockchain technology, cryptocurrency systems protect their public ledgers of accounts against manipulation, so that users can only send cryptocurrency to which they have access, thus allowing users to make valid transfers without a centralized, trusted intermediary. -
Cryptocurrencies As an Alternative to Fiat Monetary Systems David A
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Digital Commons at Buffalo State State University of New York College at Buffalo - Buffalo State College Digital Commons at Buffalo State Applied Economics Theses Economics and Finance 5-2018 Cryptocurrencies as an Alternative to Fiat Monetary Systems David A. Georgeson State University of New York College at Buffalo - Buffalo State College, [email protected] Advisor Tae-Hee Jo, Ph.D., Associate Professor of Economics & Finance First Reader Tae-Hee Jo, Ph.D., Associate Professor of Economics & Finance Second Reader Victor Kasper Jr., Ph.D., Associate Professor of Economics & Finance Third Reader Ted P. Schmidt, Ph.D., Professor of Economics & Finance Department Chair Frederick G. Floss, Ph.D., Chair and Professor of Economics & Finance To learn more about the Economics and Finance Department and its educational programs, research, and resources, go to http://economics.buffalostate.edu. Recommended Citation Georgeson, David A., "Cryptocurrencies as an Alternative to Fiat Monetary Systems" (2018). Applied Economics Theses. 35. http://digitalcommons.buffalostate.edu/economics_theses/35 Follow this and additional works at: http://digitalcommons.buffalostate.edu/economics_theses Part of the Economic Theory Commons, Finance Commons, and the Other Economics Commons Cryptocurrencies as an Alternative to Fiat Monetary Systems By David A. Georgeson An Abstract of a Thesis In Applied Economics Submitted in Partial Fulfillment Of the Requirements For the Degree of Master of Arts May 2018 State University of New York Buffalo State Department of Economics and Finance ABSTRACT OF THESIS Cryptocurrencies as an Alternative to Fiat Monetary Systems The recent popularity of cryptocurrencies is largely associated with a particular application referred to as Bitcoin. -
The Economic Limits of Bitcoin and the Blockchain∗†
The Economic Limits of Bitcoin and the Blockchain∗† Eric Budish‡ June 5, 2018 Abstract The amount of computational power devoted to anonymous, decentralized blockchains such as Bitcoin’s must simultaneously satisfy two conditions in equilibrium: (1) a zero-profit condition among miners, who engage in a rent-seeking competition for the prize associated with adding the next block to the chain; and (2) an incentive compatibility condition on the system’s vulnerability to a “majority attack”, namely that the computational costs of such an attack must exceed the benefits. Together, these two equations imply that (3) the recurring, “flow”, payments to miners for running the blockchain must be large relative to the one-off, “stock”, benefits of attacking it. This is very expensive! The constraint is softer (i.e., stock versus stock) if both (i) the mining technology used to run the blockchain is both scarce and non-repurposable, and (ii) any majority attack is a “sabotage” in that it causes a collapse in the economic value of the blockchain; however, reliance on non-repurposable technology for security and vulnerability to sabotage each raise their own concerns, and point to specific collapse scenarios. In particular, the model suggests that Bitcoin would be majority attacked if it became sufficiently economically important — e.g., if it became a “store of value” akin to gold — which suggests that there are intrinsic economic limits to how economically important it can become in the first place. ∗Project start date: Feb 18, 2018. First public draft: May 3, 2018. For the record, the first large-stakes majority attack of a well-known cryptocurrency, the $18M attack on Bitcoin Gold, occurred a few weeks later in mid-May 2018 (Wilmoth, 2018; Wong, 2018). -
Creation and Resilience of Decentralized Brands: Bitcoin & The
Creation and Resilience of Decentralized Brands: Bitcoin & the Blockchain Syeda Mariam Humayun A dissertation submitted to the Faculty of Graduate Studies in partial fulfillment of the requirements for the degree of Doctor of Philosophy Graduate Program in Administration Schulich School of Business York University Toronto, Ontario March 2019 © Syeda Mariam Humayun 2019 Abstract: This dissertation is based on a longitudinal ethnographic and netnographic study of the Bitcoin and broader Blockchain community. The data is drawn from 38 in-depth interviews and 200+ informal interviews, plus archival news media sources, netnography, and participant observation conducted in multiple cities: Toronto, Amsterdam, Berlin, Miami, New York, Prague, San Francisco, Cancun, Boston/Cambridge, and Tokyo. Participation at Bitcoin/Blockchain conferences included: Consensus Conference New York, North American Bitcoin Conference, Satoshi Roundtable Cancun, MIT Business of Blockchain, and Scaling Bitcoin Tokyo. The research fieldwork was conducted between 2014-2018. The dissertation is structured as three papers: - “Satoshi is Dead. Long Live Satoshi.” The Curious Case of Bitcoin: This paper focuses on the myth of anonymity and how by remaining anonymous, Satoshi Nakamoto, was able to leave his creation open to widespread adoption. - Tracing the United Nodes of Bitcoin: This paper examines the intersection of religiosity, technology, and money in the Bitcoin community. - Our Brand Is Crisis: Creation and Resilience of Decentralized Brands – Bitcoin & the Blockchain: Drawing on ecological resilience framework as a conceptual metaphor this paper maps how various stabilizing and destabilizing forces in the Bitcoin ecosystem helped in the evolution of a decentralized brand and promulgated more mainstreaming of the Bitcoin brand. ii Dedication: To my younger brother, Umer.