ANALYSIS OF CRYPTOCURRENCY AS INVESTMENT ASSET IN OPTIMIZING THE PORTFOLIO PERFORMANCE (CASE STUDY: PT MANDIRI MANAJEMEN INVESTASI)

Cryptocurrency is one of the most disruptive innovation that continuously emerge from reinvention of digital currency to revolution of transaction mechanism. The ease and efficiency offered by the cryptocurrency makes it an alternative currency for some parties. The high fluctuation in cryptocurrenc...

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Main Author: Dewa Gede Rama, I
Format: Theses
Language:Indonesia
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Online Access:https://digilib.itb.ac.id/gdl/view/33036
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:33036
spelling id-itb.:330362019-01-10T14:19:32ZANALYSIS OF CRYPTOCURRENCY AS INVESTMENT ASSET IN OPTIMIZING THE PORTFOLIO PERFORMANCE (CASE STUDY: PT MANDIRI MANAJEMEN INVESTASI) Dewa Gede Rama, I Ekonomi keuangan Indonesia Theses cryptocurrency, digital asset, investment analysis, Sharpe performance ratio, Markowitz portfolio optimization, efficient frontier INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/33036 Cryptocurrency is one of the most disruptive innovation that continuously emerge from reinvention of digital currency to revolution of transaction mechanism. The ease and efficiency offered by the cryptocurrency makes it an alternative currency for some parties. The high fluctuation in cryptocurrency prices raises the idea that these assets have a high level of risk, which is ultimately expected to provide high return as well. By considering the cryptocurrency as a digital asset, and understanding its growing value as an opportunity, the cryptocurrency can be considered as one of the instruments that can be used to optimize the portfolio performance. In this study, a set of performance comparison analysis was carried out on portfolio that only involves common assets and portfolio with a number of cryptocurrency in it. Performance measurement was carried out based on the Sharpe ratio, and portfolio optimization was carried out using the Markowitz method. Efficient frontier was also used as an analytical tool in determining the portfolio efficiency. The obtained results and findings state that portfolio with cryptocurrencies in its composition suggests a higher risk and return potential. Through the Markowitz method, the portfolio Sharpe ratio can be optimized up to 20 times at 26.35% by the indexed cryptocurrencies, and up to 59 times at 76.11% by the individual cryptocurrencies. CRYPTO5 index contributed with rate of return at 148.98%, as well as individual BTC, ETH, XRP, and XMR respectively contributed with rate of return at 168.77%, 234.25%, 562.86%, and 422.13%. The optimal compositions of cryptocurrency mixed portfolio for risk averse investor is 5.02% of LQ45, 85.37% of FIFI, and 9.61% of CRYPTO5. While the optimal compositions of the cryptocurrency mixed portfolio for risk seeking investor is 83.06% of BTC, 4.87% of ETH, 1.49% of XRP, and 10.57% of XMR. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
topic Ekonomi keuangan
spellingShingle Ekonomi keuangan
Dewa Gede Rama, I
ANALYSIS OF CRYPTOCURRENCY AS INVESTMENT ASSET IN OPTIMIZING THE PORTFOLIO PERFORMANCE (CASE STUDY: PT MANDIRI MANAJEMEN INVESTASI)
description Cryptocurrency is one of the most disruptive innovation that continuously emerge from reinvention of digital currency to revolution of transaction mechanism. The ease and efficiency offered by the cryptocurrency makes it an alternative currency for some parties. The high fluctuation in cryptocurrency prices raises the idea that these assets have a high level of risk, which is ultimately expected to provide high return as well. By considering the cryptocurrency as a digital asset, and understanding its growing value as an opportunity, the cryptocurrency can be considered as one of the instruments that can be used to optimize the portfolio performance. In this study, a set of performance comparison analysis was carried out on portfolio that only involves common assets and portfolio with a number of cryptocurrency in it. Performance measurement was carried out based on the Sharpe ratio, and portfolio optimization was carried out using the Markowitz method. Efficient frontier was also used as an analytical tool in determining the portfolio efficiency. The obtained results and findings state that portfolio with cryptocurrencies in its composition suggests a higher risk and return potential. Through the Markowitz method, the portfolio Sharpe ratio can be optimized up to 20 times at 26.35% by the indexed cryptocurrencies, and up to 59 times at 76.11% by the individual cryptocurrencies. CRYPTO5 index contributed with rate of return at 148.98%, as well as individual BTC, ETH, XRP, and XMR respectively contributed with rate of return at 168.77%, 234.25%, 562.86%, and 422.13%. The optimal compositions of cryptocurrency mixed portfolio for risk averse investor is 5.02% of LQ45, 85.37% of FIFI, and 9.61% of CRYPTO5. While the optimal compositions of the cryptocurrency mixed portfolio for risk seeking investor is 83.06% of BTC, 4.87% of ETH, 1.49% of XRP, and 10.57% of XMR.
format Theses
author Dewa Gede Rama, I
author_facet Dewa Gede Rama, I
author_sort Dewa Gede Rama, I
title ANALYSIS OF CRYPTOCURRENCY AS INVESTMENT ASSET IN OPTIMIZING THE PORTFOLIO PERFORMANCE (CASE STUDY: PT MANDIRI MANAJEMEN INVESTASI)
title_short ANALYSIS OF CRYPTOCURRENCY AS INVESTMENT ASSET IN OPTIMIZING THE PORTFOLIO PERFORMANCE (CASE STUDY: PT MANDIRI MANAJEMEN INVESTASI)
title_full ANALYSIS OF CRYPTOCURRENCY AS INVESTMENT ASSET IN OPTIMIZING THE PORTFOLIO PERFORMANCE (CASE STUDY: PT MANDIRI MANAJEMEN INVESTASI)
title_fullStr ANALYSIS OF CRYPTOCURRENCY AS INVESTMENT ASSET IN OPTIMIZING THE PORTFOLIO PERFORMANCE (CASE STUDY: PT MANDIRI MANAJEMEN INVESTASI)
title_full_unstemmed ANALYSIS OF CRYPTOCURRENCY AS INVESTMENT ASSET IN OPTIMIZING THE PORTFOLIO PERFORMANCE (CASE STUDY: PT MANDIRI MANAJEMEN INVESTASI)
title_sort analysis of cryptocurrency as investment asset in optimizing the portfolio performance (case study: pt mandiri manajemen investasi)
url https://digilib.itb.ac.id/gdl/view/33036
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