Academic literature on the topic 'Markets in crypto assets'

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Journal articles on the topic "Markets in crypto assets":

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Bočánek, Marek. "First Draft of Crypto-Asset Regulation (MiCA) with the European Union and Potential Implementation." Financial Law Review, no. 22 (2) (2021): 37–53. http://dx.doi.org/10.4467/22996834flr.21.011.13979.

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This article focuses on the very first working draft of new crypto-asset regulation within the European Union. The primary aim of this article is to evaluate the newly defined institutes in the draft and confirm or disprove the hypothesis that this new system of crypto-assets may be implemented to the actual regulation of capital markets as well as payment system, in effect within the European Union. As mentioned above, hypothesis will count on an ideal adoption of the MiCA regulation into the existing legal framework of both, capital markets as well as payments regulation in the European Union, not interfering with existing laws or regulations. Within the first part of this article, synthesis will be used as well as compilation for the description of crypto-asset categories and of the issuers of crypto-assets or crypto-asset service providers. Subsequently, analysis will be applied for the specification of missing elements for the purpose of finding the right connection and implementation into the existing regulation of capital markets and payments industry.
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Kochergin, Dmitriy, and Natalia Pokrovskaia. "Interpretation of crypto-assets and taxation specificity of digital assets in developed countries and Russia." Moscow University Economics Bulletin 2020, no. 5 (October 30, 2020): 182–216. http://dx.doi.org/10.38050/01300105202059.

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The article explores various types of crypto-assets and justification of differentiated regime for their regulations. The purpose of the article is to determine the main economic and legal approaches of interpreting crypto-assets and identify the features of taxation of various types of crypto-assets in developed countries and Russia. Drawing on economic and functional features of crypto-assets, the study offers the classification of virtual assets. Having analyzed various approaches to crypto-assets tax regulation in the UK, Switzerland and Singapore, the authors determine the specificity of crypto-assets taxation and offer recommendations for crypto-assets taxation in Russia. The paper concludes that in countries where regulatory authorities make a clear distinction between different types of crypto-assets the taxation of virtual assets is also differentiated. A differentiated approach to taxation of crypto assets in Russia seems to be most promising since it encourages the development of certain segments of crypto asset market and offers a clearer mechanism for tax control over the turnover of crypto assets in the country.
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Athanassiou, Phoebus L. "Shunning Banks or Depending on Them? Crypto Markets and the Rise of Crypto-Friendly Banking." European Company and Financial Law Review 18, no. 3 (June 1, 2021): 321–37. http://dx.doi.org/10.1515/ecfr-2021-0015.

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Abstract Often touted as the opposite of money and banks, crypto-assets and their ecosystem may gradually be coming to terms with the idea that their success will also depend on their issuers’ readiness to adhere to conventional financial practices, on their acceptance of the preponderant role that banks have to play in the financial system, and on their ability to access basic banking services. Some within the banking community are starting to reciprocate the attention, by positioning themselves so as to serve the needs of crypto assets and their ecosystem, as a promising source of revenue at a challenging time for bank profitability. No less important for the emergence of crypto-friendly banks than the risk appetite of existing or new banking service providers is the regulators’, supervisors’ and policy makers’ stance vis-à-vis crypto-friendly banking. This paper explores the relationship of dependency between crypto and banks, how some banks around the world are facing up to the challenge of serving crypto-assets and their holders, and how policy makers, regulators and supervisors in Europe and elsewhere may want to position themselves vis-à-vis the incipient phenomenon of crypto-friendly banking.
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Lifshits, Ilya Mikhailovich, and Alina Vitalievna Loseva. "Legal regulation of crypto assets in Switzerland." Международное право, no. 4 (April 2020): 1–10. http://dx.doi.org/10.25136/2644-5514.2020.4.34370.

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The development of cryptocurrency markets make the investors to seek for most convenient jurisdictions from the perspective of legal regulation. The countries commonly associated with the developed financial legal systems are often fasten attention. One of such financial hubs is Switzerland, which just starts to form the approaches towards creation of legal regime for operations with virtual assets. The subject of this research is the Swiss legal acts in area of securities, licensing, taxes related to regulation of cryptocurrency, as well as reports of the supervisory authorities for Swiss financial market on the matter. The object of this research is the legal framework for regulation of mining activity. The authors examine the rules dedicated ti the questions of licensing of the activity related to operations with different types of tokens. Special attention is given to the question of taxation of the income received from operations with cryptocurrencies. The author’s special contribution consists in comprehensive analysis of foreign sources presented on the three European languages. Having analyzed the legislation of Switzerland, the conclusion is made that similar to many developed countries, Switzerland has not created a complex regulation of operations with cryptocurrencies. At the same time, the normative acts that regulate certain aspects of circulation of crypto assets, such as fund raising in terms of tokens distribution and taxation have been adopted. Regulation of crypto assets often depends on the qualification of different types of tokens, in other words, their regime is consigned to the operations with such assets that are most similar to the corresponding type. The increase of operations with crypto assets will soon inevitably result in creation of a more accurate legal regime
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Wanat, Emanuel. "Are Crypto-Assets Green Enough? – An analysis of draft EU Regulation on markets in crypto assets from the perspective of the European Green Deal." osteuropa recht 67, no. 2 (2021): 237–50. http://dx.doi.org/10.5771/0030-6444-2021-2-237.

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In 2019 European Commission announced “The European Green Deal” a “a new growth strategy that aims to transform the EU into a fair and prosperous society, with a modern, resource-efficient and competitive economy where there are no net emissions of greenhouse gases in 2050 and where economic growth is decoupled from resource use”. The digital sector must also participate in the Green Deal effort. This articles analyzes questions of sustainability in the context of crypto assets, with particular emphasis on the question of whether Bitcon acutally represent a crypto asset, energy consumption, energy drain, the proof-of-work consensus protocol, the environmental footprint of crypto assets. The article concludes that Bitcoin’s current effect on environment remains controversial at best.
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Petukhina, Alla, and Erin Sprünken. "Evaluation of multi-asset investment strategies with digital assets." Digital Finance 3, no. 1 (March 2021): 45–79. http://dx.doi.org/10.1007/s42521-021-00031-9.

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AbstractThe drastic growth of the cryptocurrencies market capitalization boosts investigation of their diversification benefits in portfolio construction. In this paper with a set of classical and modern measurement tools, we assess the out-of-sample performance of eight portfolio allocation strategies relative to the naive 1/N rule applied to traditional and crypto-assets investment universe. Evaluated strategies include a range from classical Markowitz rule to the recently introduced LIBRO approach (Trimborn et al. in Journal of Financial Econometrics 1–27, 2019). Furthermore, we also compare three extensions for strategies with respect to input estimators applied. The results show that in the presence of alternative assets, such as cryptocurrencies, mean–variance strategies underperform the benchmark portfolio. In contrast, CVaR optimization tends to outperform the benchmark as well as geometric optimization, although we find a strong dependence of the former’s success on trading costs. Furthermore, we find evidence that liquidity-bounded strategies tend to perform very well. Thus, our findings underscore the non-normal distribution of returns and the necessity to control for liquidity constraints at alternative asset markets.
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Ziółkowska, Katarzyna. "Crypto-assets in the EU and Polish regulatory framework regarding financial instruments." Annual Center Review, no. 12-13 (2020): 4–8. http://dx.doi.org/10.15290/acr.2019-2020.12-13.01.

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Crypto-assets are private, convertible, digital tokens that are managed in a decentralized way using technology called distributed ledger technology (DLT). The term is not limited only to decentralized virtual currencies, but also commodities, digital goods and services. As such they can be considered an addition to a financial investment portfolio, being an alternative to traditional instruments, such as stocks, bonds or cash. However, wide use of crypto-assets is being currently hampered by lack of regulations followed by uncertainties as to the legal qualification of crypto-assets and consequences of investments in such instruments. From that perspective, it seems crucial to answer a question whether crypto-assets can be considered financial instruments in the light of the current Directive on Markets in Financial Instruments (so called MiFID II) at the EU level and national acts that implemented relevant provisions of MiFID II (in Poland it is the Act on Trading in Financial Instruments). Since neither the EU nor Polish legislator provided a clear answer to that question, some indications can be found only in official statements of regulatory authorities and the doctrine, which however are not always consistent with each other. Furthermore, the Member States used different legislative techniques in the process of implementing MiFID II so the nomenclature can differ. The article discusses the diverse approaches to crypto-assets in the interpretation of the EU and Polish legislation concerning financial instruments as well as implications of such differences.
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Anisiuba, Chika Anastesia, Obiamaka P. Egbo, Felix C. Alio, Chuka Ifediora, Ebele C. Igwemeka, C. O. Odidi, and Hillary Chijindu Ezeaku. "Analysis of Cryptocurrency Dynamics in the Emerging Market Economies: Does Reinforcement or Substitution Effect Prevail?" SAGE Open 11, no. 1 (January 2021): 215824402110025. http://dx.doi.org/10.1177/21582440211002516.

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We analyzed cryptocurrency dynamics in the global U.S. dollar–denominated market and the emerging market economies (EMEs) with a view to ascertaining whether activities in these markets are predominantly shaped by reinforcement or substitution effect. Cryptocurrencies analyzed include the Bitcoins, Ethereum, Litecoin, Steller, Bitcoin Cash, and USD Tether. The results suggest that, on average, correlation between digital assets in the cryptocurrencies’ ecosystem is positive. However, there is evidence of an outlier with respect to the USD Tether (USDT) in the global market, revealing that the USDT is negatively associated with all other cryptocurrencies. This is supported by the dynamic regression results that provided evidence of reinforcement effect in favor of the USDT in the global crypto market, thus confirming the status of the USDT as “Stablecoin” as it is pegged 1:1 to USD. In the global market context, the results also revealed that USDT/USD returns had identical outliers that could portend lesser chances of extreme gains or losses compared with suggestions of extreme gains or losses in the EMEs. Furthermore, USDT did not seem to have similar evolution in the EMEs where it had relatively marginal influence in the markets. The vector error correction (VEC) estimate showed mixed results between Altcoins in all the markets; moreover, our finding showed that reinforcement effects hold in favor of Steller (XLM) both in the Russian ruble and Indian rupee crypto markets, whereas the Chinese yuan crypto market was predominantly characterized by substitution effect in favor of Bitcoin.
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Brown, Philip N. "Incentives for Crypto-Collateralized Digital Assets." Proceedings 28, no. 1 (October 21, 2019): 2. http://dx.doi.org/10.3390/proceedings2019028002.

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Digital currencies such as Bitcoin frequently suffer from high price volatility, limiting their utility as a means of purchasing power. Hence, a popular topic among cryptocurrency researchers is a digital currency design which inherits the decentralization of Bitcoin while somehow mitigating its violent price swings. One such system which attempts to establish a price-stable cryptocurrency is the BitShares market-pegged-asset protocol. In this paper, we present a simple mathematical model of the BitShares protocol, and analyze it theoretically and numerically for incentive effects. In particular, we investigate how the selection of two key design parameters function as incentive mechanisms to encourage token holders to commit their core BitShares tokens as collateral for the creation of new price-stabilized tokens. We show a pair of analytical results characterizing some simple facts regarding the interplay between these design parameters. Furthermore, we demonstrate numerically that in some settings, setting these design parameters is a complex, sensitive, and unintuitive task, prompting further work to more fully understand this design process.
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Huang, Sherena Sheng. "Crypto assets regulation in the UK: an assessment of the regulatory effectiveness and consistency." Journal of Financial Regulation and Compliance 29, no. 3 (June 23, 2021): 336–51. http://dx.doi.org/10.1108/jfrc-06-2020-0062.

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Purpose The UK authority published its first regulatory guidance on crypto-assets in July 2019. This paper aims to critically evaluate the effectiveness of the crypto-asset regulation in the UK and the consistency of the existing regulatory scheme. Design/methodology/approach This paper adopts comparative methods to carry out the analysis. The paper begins by elaborating the development of crypto-assets alongside the financial innovation in the world and pinpointing the core Acts and Regulations applied to crypto-assets in the UK. The paper also discusses a court case in the EU to highlight an argument among legal professions concerning crypto-assets classification. Findings Through carefully analysing relevant primary and secondary legislation of the UK and EU, this paper identifies some unclarified issues in the regulatory framework and discovers three flaws in the regulatory system. The paper concludes that the effectiveness of the current regulatory scheme is poor and room for improvement exists. Originality/value The paper provides the first review and a thorough analysis of the Laws and Acts applied to the crypto-asset regulation in the UK. It also calls on a simpler and clearer regulatory scheme from the perspectives of market participants and consumers. The discovered issues in the crypto-asset regulation in the UK may urge authorities to improve the existing regulatory frameworks and legal provisions.

Dissertations / Theses on the topic "Markets in crypto assets":

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Cruces, Juan José. "Essays on asset pricing in emerging markets /." Thesis, Connect to this title online; UW restricted, 2001. http://hdl.handle.net/1773/7506.

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Nuamu, Cornelia. "Investerarskydd vid handel med kryptotillgångar : En analys i ljuset av Europeiska kommissionens förordningsförslag om marknader för kryptotillgångar." Thesis, Linköpings universitet, Filosofiska fakulteten, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-176755.

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Ur de senaste decenniernas tekniska innovation föddes så kallade kryptotillgångar. Kryptotillgångar är digitala enheter som är tillgängliga via teknik för distribuerad liggare. Marknaden för kryptotillgångar har expanderat avsevärt på senare år. Tidigare har handel med kryptotillgångar mest varit en bisyssla för tekniskt kunniga personer, men i takt med att kryptotillgångar ökar i popularitet växer investerarkretsen. Kryptotillgångar ägs huvudsakligen med investeringsavsikt men kan, beroende på den berörda kryptotillgångens egenskaper, skilja sig avsevärt från finansiella instrument. Det gör att befintliga EU-regelverk för finansiella tjänster sällan kan ligga till grund för bedömning vid kryptotillgångshandel. Det skapar i sin tur osäkerhet avseende investerarskyddet för konsumenter som handlar med kryptotillgångar. Marknaden för kryptotillgångar är hittills oreglerad på EU-nivå vilket har medfört spridda och otillräckliga regleringar avseende kryptotillgångar på nationell nivå i vissa medlemsstater. År 2020 publicerade Europeiska kommissionen ett förslag på reglering av kryptotillgångar där ett av syftena med förslaget är att stärka investerarskyddet vid kryptotillgångshandel. Om förslaget skulle implementeras innebär det betydande förändringar på kryptotillgångsmarknaden. De förslagna bestämmelserna innefattar bland annat ett EU-pass för emittenter av kryptotillgångar och leverantörer av kryptotillgångstjänster, krav för emittenter av kryptotillgångar att utge informationsdokument samt krav för leverantörer av kryptotillgångstjänster att bedöma om den berörda kryptotillgången är lämplig för kunden.  I uppsatsen undersöks vilka risker en investerare utsätts för vid handel av kryptotillgångar. Den övergripande risken som investerare utsätts för vid handeln är risken att förlora sitt investerade medel. Det i sig är inte en unik risk för kryptotillgångar då förluster förekommer även på marknader för finansiella instrument. Den största utmaningen avseende bristen på investerarskydd på kryptotillgångsmarknaden härleds emellertid till informationsasymmetrier. Det framkommer i uppsatsen att det krävs reglering på kryptotillgångsmarknaden för att säkerställa ett tillräckligt investerarskydd. Vidare diskuteras huruvida Europeiska kommissionens förordningsförslag står i paritet till de identifierade investerarskyddsriskerna. Sammantaget leder uppsatsen till slutsatsen att en reglering av kryptotillgångsmarknaden kan säkra investerarskyddet vid handel av kryptotillgångar genom att upprätta krav på informationsgivning för emittenter av kryptotillgångar och leverantörer av kryptotillgångstjänster.
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Sylvester, Brandon. "An overview of the regulation and management of cryptocurrency in South African inter vivos and testamentary trusts." University of the Western Cape, 2021. http://hdl.handle.net/11394/8140.

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Magister Legum - LLM
Our lives, work, and behaviour have been changed both positively and negatively by the digital presence that has grown tremendously over the last three decades, and with this exponential growth, we cannot predict where we will be, digitally-speaking, in the years to come. As it stands in South Africa and the majority of the world today, we find that the law is yet to catch up to the technological explosion, in particular to the concept of digital assets. Digital material that is produced and purchased form a big part of our daily lives as we continue to consume media online, use social media platforms, and invest in cryptocurrency. The question of whether South African law makes sufficient provision for the incorporation of digital assets and, in particular, cryptocurrency in inter vivos or testamentary trust is yet to be fully established.
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Ren, Yu. "Pricing, hedging and testing risky assets in financial markets." Thesis, Kingston, Ont. : [s.n.], 2008. http://hdl.handle.net/1974/1238.

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Salo, James P. "Corporate Environmental Performance: Governance, Intangible Assets, and Financial Markets." Thesis, University of Oxford, 2006. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.487052.

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Staunton, Michael Douglas. "Pricing of airline assets and their valuation by securities markets." Thesis, London Business School (University of London), 1992. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.294540.

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Khomassi, Nason, and Swapn Shah. "Comparing returns of real estate assets in gateway US markets." Thesis, Massachusetts Institute of Technology, 2014. http://hdl.handle.net/1721.1/92605.

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Thesis: S.M. in Real Estate Development, Massachusetts Institute of Technology, Program in Real Estate Development in conjunction with the Center for Real Estate, 2014.
This electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Collections.
Cataloged from student-submitted PDF version of thesis.
Includes bibliographical references (pages 62-63).
The main objective of this study is to understand and analyze the risk adjusted returns of office building and portfolios and determine whether institutional real estate investors are allocating capital efficiently. NCREIF data from years 1999 to 2014 years will be analyzed. The data will be split into three proportional classes, upper (Class A), middle (Class B), and tertiary (Class C) classes based on asset price per square foot and then their risk adjusted returns will be analyzed with the Sharpe Ratio. Further, based on these findings, the thesis will determine whether a quantitative measure of building classification can be established. Currently, real estate assets, office or otherwise, are only classified qualitatively
by Nason Khomassi and Swapn Shah.
S.M. in Real Estate Development
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Romeike, Stephan [Verfasser]. "Blockchain Technology in Finance and Accounting: Essays on Initial Coin Offerings, Crypto Assets, and Corporate Use Cases / Stephan Romeike." Berlin : epubli, 2021. http://d-nb.info/1241399212/34.

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Sarkissian, Sergei. "Heterogeneous consumption and asset pricing in global financial markets /." Thesis, Connect to this title online; UW restricted, 1999. http://hdl.handle.net/1773/8722.

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Zhang, Qianwen. "What kind of asset pricing model works in emerging markets? a case study for the Chinese stock markets /." online access from Digital Dissertation Consortium, 2007. http://libweb.cityu.edu.hk/cgi-bin/er/db/ddcdiss.pl?MR26886.

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Books on the topic "Markets in crypto assets":

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Gary, Smith. Financial assets, markets, andinstitutions. Lexington, Mass: D.C. Heath, 1993.

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Gary, Smith. Financial assets, markets, and institutions. Lexington, Mass: D.C. Heath, 1993.

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A, Strong Robert. Speculative markets: Options, futures, and hard assets. Chicago: Longman Financial Services Pub., 1989.

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Bansal, Ravi. Long-run risks and financial markets. Cambridge, MA: National Bureau of Economic Research, 2007.

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Bansal, Ravi. Long-run risks and financial markets. Cambridge, Mass: National Bureau of Economic Research, 2007.

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Coval, Joshua. Asset fire sales (and purchases) in equity markets. Cambridge, MA: National Bureau of Economic Research, 2005.

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Altuğ, Sumru. Dynamic choice and asset markets. San Diego: Academic Press, 1994.

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Duffie, Darrell. Dark markets: Asset pricing and information transmission in over-the-counter markets. Princeton: Princeton University Press, 2012.

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Poon, Ser-Huang. Asset pricing in discrete time: A complete markets approach. Oxford: Oxford University Press, 2005.

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Ahmed, Ayaz. Stock market interlinkages in emerging markets. Islamabad: Pakistan Institute of Development Economics, 1998.

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Book chapters on the topic "Markets in crypto assets":

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Yoshihara, Takeshi, Tomoo Inoue, and Taisei Kaizoji. "Time Series Analysis of Relationships Among Crypto-asset Exchange Rates." In Advanced Studies of Financial Technologies and Cryptocurrency Markets, 139–62. Singapore: Springer Singapore, 2020. http://dx.doi.org/10.1007/978-981-15-4498-9_8.

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Horváth, Ágnes. "Protection of Consumers Provided in the Proposal for a Regulation of Markets in Crypto-Assets." In Zaštita kolektivnih interesa potrošača, 428–55. Beograd: Pravni fakultet Univerziteta Union, 2021. http://dx.doi.org/10.18485/union_pf_ccr.2021.ch21.

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Kapsis, Ilias. "Should we trade market stability for more financial inclusion? The case of crypto-assets regulation in EU." In FinTech, Artificial Intelligence and the Law, 85–104. London: Routledge, 2021. http://dx.doi.org/10.4324/9781003020998-9.

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Arslanian, Henri, and Fabrice Fischer. "The Proliferation of Crypto-assets." In The Future of Finance, 123–38. Cham: Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-14533-0_11.

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Allingham, Michael. "Goods and Assets." In Theory of Markets, 82–96. London: Palgrave Macmillan UK, 1989. http://dx.doi.org/10.1007/978-1-349-10265-5_7.

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Arslanian, Henri, and Fabrice Fischer. "The Continuing Evolution of Crypto-assets." In The Future of Finance, 217–30. Cham: Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-14533-0_17.

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Sadowsky, Jonathan T., and Matthew C. Browndorf. "Epilogue: Synthetic Longevity Assets-A Primer." In Life Markets, 245–53. Hoboken, NJ, USA: John Wiley & Sons, Inc., 2011. http://dx.doi.org/10.1002/9781118266281.epil.

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Arslanian, Henri, and Fabrice Fischer. "A High-Level Taxonomy of Crypto-assets." In The Future of Finance, 139–56. Cham: Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-14533-0_12.

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Tuckett, David. "The Special Characteristics of Financial Assets." In Minding the Markets, 1–25. London: Palgrave Macmillan UK, 2011. http://dx.doi.org/10.1057/9780230307827_1.

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Villanacci, Antonio, Laura Carosi, Pierluigi Benevieri, and Andrea Battinelli. "Numeraire Assets." In Differential Topology and General Equilibrium with Complete and Incomplete Markets, 307–26. Boston, MA: Springer US, 2002. http://dx.doi.org/10.1007/978-1-4757-3619-9_11.

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Conference papers on the topic "Markets in crypto assets":

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Stana, Alma, Kristel Bozhiqi, and Robert Kosova. "Blockchain technology, applications and crypto-markets." In University for Business and Technology International Conference. Pristina, Kosovo: University for Business and Technology, 2018. http://dx.doi.org/10.33107/ubt-ic.2018.85.

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Inozemtsev, M. I. "Peculiarities Of Legal Regulation Of Crypto Assets In Switzerland." In 18th International Scientific Conference “Problems of Enterprise Development: Theory and Practice”. European Publisher, 2020. http://dx.doi.org/10.15405/epsbs.2020.04.125.

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Khai Le. "Optimizing Value of Genco Assets in LMP Markets." In 2006 IEEE Power Engineering Society General Meeting. IEEE, 2006. http://dx.doi.org/10.1109/pes.2006.1709180.

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Le, Khai. "Experience with Operating Genco Assets in RTO Markets." In 2006 IEEE PES Power Systems Conference and Exposition. IEEE, 2006. http://dx.doi.org/10.1109/psce.2006.296373.

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Le, Khai. "Lessons learned from operating genco assets in RTO markets." In Energy Society General Meeting (PES). IEEE, 2009. http://dx.doi.org/10.1109/pes.2009.5275746.

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"INTEGRATING THREE RELATED MARKETS - SPACE, CAPITAL AND PHYSICAL ASSETS." In 2006 European Real Estate Society conference in association with the International Real Estate Society: ERES Conference 2006. ERES, 2006. http://dx.doi.org/10.15396/eres2006_291.

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"Spectral Analysis of Real Estate and Financial Assets Markets." In 4th European Real Estate Society Conference: ERES Conference 1997. ERES, 1997. http://dx.doi.org/10.15396/eres1997_190.

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Ariefianto, Moch Doddy. "Assessing Qualification of Crypto Currency as A Financial Assets: A Case Study on Bitcoin." In 2020 International Conference on Information Management and Technology (ICIMTech). IEEE, 2020. http://dx.doi.org/10.1109/icimtech50083.2020.9211133.

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Sakız, Burcu, and Ayşen Hiç Gencer. "Forecasting the Bitcoin Price via Artificial Neural Networks." In International Conference on Eurasian Economies. Eurasian Economists Association, 2018. http://dx.doi.org/10.36880/c10.02070.

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Bitcoin is the first decentralized innovative alternative digital currency, which was introduced in 2009 and is now one of the most widely used crypto-currencies. As digital assets, crypto-currencies utilize encryption technology and electronic payment system based on cryptographic proof instead of trust in a central authority, such as a government or a central bank. The Blockchain system, which is the underlying infrastructure for transferring any crypto-currency, is a shared form of recording that facilitates the recording of assets and transactions in an open network. Blockchain enables bitcoin transfer transactions from peer to peer without any intermediary, such as a bank or a transfer agency. In this study, artificial intelligence algorithms are developed in order to forecast the bitcoin price by taking into account monthly average prices of the previous three years.
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Buda, Andrzej, and Andrzej Jarynowski. "Durability of Links between Assets in Financial Markets: Minimal Spanning Trees and Correlations." In 2014 European Network Intelligence Conference (ENIC). IEEE, 2014. http://dx.doi.org/10.1109/enic.2014.18.

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Reports on the topic "Markets in crypto assets":

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House, Christopher, and Yusufcan Masatlioglu. Managing Markets for Toxic Assets. Cambridge, MA: National Bureau of Economic Research, July 2010. http://dx.doi.org/10.3386/w16145.

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2

Gârleanu, Nicolae, and Lasse Pedersen. Efficiently Inefficient Markets for Assets and Asset Management. Cambridge, MA: National Bureau of Economic Research, September 2015. http://dx.doi.org/10.3386/w21563.

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3

Evans, Martin D., and Viktoria Hnatkovska. Solving General Equilibrium Models with Incomplete Markets and Many Assets. Cambridge, MA: National Bureau of Economic Research, October 2005. http://dx.doi.org/10.3386/t0318.

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4

Subbarao, Krishnappa, Jason C. Fuller, Karanjit Kalsi, Jianming Lian, and Ebony T. Mayhorn. Transactive Control and Coordination of Distributed Assets for Ancillary Services: Controls, Markets and Simulations. Office of Scientific and Technical Information (OSTI), February 2015. http://dx.doi.org/10.2172/1411942.

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5

Payment Systems Report - June of 2020. Banco de la República de Colombia, February 2021. http://dx.doi.org/10.32468/rept-sist-pag.eng.2020.

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Abstract:
With its annual Payment Systems Report, Banco de la República offers a complete overview of the infrastructure of Colombia’s financial market. Each edition of the report has four objectives: 1) to publicize a consolidated account of how the figures for payment infrastructures have evolved with respect to both financial assets and goods and services; 2) to summarize the issues that are being debated internationally and are of interest to the industry that provides payment clearing and settlement services; 3) to offer the public an explanation of the ideas and concepts behind retail-value payment processes and the trends in retail payments within the circuit of individuals and companies; and 4) to familiarize the public, the industry, and all other financial authorities with the methodological progress that has been achieved through applied research to analyze the stability of payment systems. This edition introduces changes that have been made in the structure of the report, which are intended to make it easier and more enjoyable to read. The initial sections in this edition, which is the eleventh, contain an analysis of the statistics on the evolution and performance of financial market infrastructures. These are understood as multilateral systems wherein the participating entities clear, settle and register payments, securities, derivatives and other financial assets. The large-value payment system (CUD) saw less momentum in 2019 than it did the year before, mainly because of a decline in the amount of secondary market operations for government bonds, both in cash and sell/buy-backs, which was offset by an increase in operations with collective investment funds (CIFs) and Banco de la República’s operations to increase the money supply (repos). Consequently, the Central Securities Depository (DCV) registered less activity, due to fewer negotiations on the secondary market for public debt. This trend was also observed in the private debt market, as evidenced by the decline in the average amounts cleared and settled through the Central Securities Depository of Colombia (Deceval) and in the value of operations with financial derivatives cleared and settled through the Central Counterparty of Colombia (CRCC). Section three offers a comprehensive look at the market for retail-value payments; that is, transactions made by individuals and companies. During 2019, electronic transfers increased, and payments made with debit and credit cards continued to trend upward. In contrast, payments by check continued to decline, although the average daily value was almost four times the value of debit and credit card purchases. The same section contains the results of the fourth survey on how the use of retail-value payment instruments (for usual payments) is perceived. Conducted at the end of 2019, the main purpose of the survey was to identify the availability of these payment instruments, the public’s preferences for them, and their acceptance by merchants. It is worth noting that cash continues to be the instrument most used by the population for usual monthly payments (88.1% with respect to the number of payments and 87.4% in value). However, its use in terms of value has declined, having registered 89.6% in the 2017 survey. In turn, the level of acceptance by merchants of payment instruments other than cash is 14.1% for debit cards, 13.4% for credit cards, 8.2% for electronic transfers of funds and 1.8% for checks. The main reason for the use of cash is the absence of point-of-sale terminals at commercial establishments. Considering that the retail-payment market worldwide is influenced by constant innovation in payment services, by the modernization of clearing and settlement systems, and by the efforts of regulators to redefine the payment industry for the future, these trends are addressed in the fourth section of the report. There is an account of how innovations in technology-based financial payment services have developed, and it shows that while this topic is not new, it has evolved, particularly in terms of origin and vocation. One of the boxes that accompanies the fourth section deals with certain payment aspects of open banking and international experience in that regard, which has given the customers of a financial entity sovereignty over their data, allowing them, under transparent and secure conditions, to authorize a third party, other than their financial entity, to request information on their accounts with financial entities, thus enabling the third party to offer various financial services or initiate payments. Innovation also has sparked interest among international organizations, central banks, and research groups concerning the creation of digital currencies. Accordingly, the last box deals with the recent international debate on issuance of central bank digital currencies. In terms of the methodological progress that has been made, it is important to underscore the work that has been done on the role of central counterparties (CCPs) in mitigating liquidity and counterparty risk. The fifth section of the report offers an explanation of a document in which the work of CCPs in financial markets is analyzed and corroborated through an exercise that was built around the Central Counterparty of Colombia (CRCC) in the Colombian market for non-delivery peso-dollar forward exchange transactions, using the methodology of network topology. The results provide empirical support for the different theoretical models developed to study the effect of CCPs on financial markets. Finally, the results of research using artificial intelligence with information from the large-value payment system are presented. Based on the payments made among financial institutions in the large-value payment system, a methodology is used to compare different payment networks, as well as to determine which ones can be considered abnormal. The methodology shows signs that indicate when a network moves away from its historical trend, so it can be studied and monitored. A methodology similar to the one applied to classify images is used to make this comparison, the idea being to extract the main characteristics of the networks and use them as a parameter for comparison. Juan José Echavarría Governor

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