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Analysis of cryptocurrencies : the effect of 5 cryptocurrencies on a traditional financial asset portfolio under different allocation strategies

  • This paper analyses five different Cryptocurrencies, namely Bitcoin, Ethereum, XRP, Dogecoin and Litecoin, and studies their impact on traditional financial portfolios under different allocation strategies. The allocation strategies under consideration in this paper are the modern portfolio theory according to Markowitz, an extension of it such as the tangency portfolio, and the equally weighted portfolio. Further, this study explores the effect on the efficient frontier when Cryptocurrencies are added to the efficient portfolios. In addition to that, the paper aims to examine whether the mean – variance portfolio optimization according to Markowitz outperforms the naïve and tangency portfolio strategy. The portfolio performance is evaluated based on the Sharpe ratio. The quantitative analysis of this paper covers the time period from 2017 to 2022, in total five years. In accordance with the existing literature on portfolio optimization with Cryptocurrencies, the study reveals that besides some issues related with Cryptocurrencies such as cybercrime and a lack of regulations, Cryptocurrencies can be beneficial for portfolio diversification with traditional financial assets. Referring to the portfolio strategies, the study highlights that the optimal mean – variance portfolio and tangency portfolio do not differ significantly in terms of Sharpe ratio. However, both strategies outperform equally weighted portfolios.

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  • Analysis of cryptocurrencies : the effect of 5 cryptocurrencies on a traditional financial asset portfolio under different allocation strategies
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Metadaten
Author:Anna Auer
URN:https://urn:nbn:de:bsz:fn1-opus4-85091
Advisor:Marc Peter Radke
Document Type:Bachelor Thesis
Language:English
Year of Completion:2022
Granting Institution:Hochschule Furtwangen
Date of final exam:2022/08/31
Release Date:2022/09/01
Tag:Bitcoin; Cryptocurrency; Dogecoin; Ethereum; Litecoin; XRP
Degree Program:IBM - International Business Management
Functional area:Finance & Accounting
Open-Access-Status: Closed Access 
Licence (German):License LogoUrheberrechtlich geschützt