OPTIMAL PORTFOLIO CONSTRUCTION USING BITCOIN, GOLD, LQ45 INDEX, AND INDONESIA BOND INDEX

Cryptocurrencies are significant improvements in the digital age that have changed the way we think about money. The first cryptocurrency was Bitcoin, introduced in 2009 and was created by Nakamoto. Due to their potential ups and downs, many people now think that cryptocurrencies are appropriate...

Full description

Saved in:
Bibliographic Details
Main Author: Syahid Nugraha, Wildan
Format: Theses
Language:Indonesia
Subjects:
Online Access:https://digilib.itb.ac.id/gdl/view/75971
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:75971
spelling id-itb.:759712023-08-09T09:41:41ZOPTIMAL PORTFOLIO CONSTRUCTION USING BITCOIN, GOLD, LQ45 INDEX, AND INDONESIA BOND INDEX Syahid Nugraha, Wildan Manajemen umum Indonesia Theses Portfolio construction, cryptocurrency, mean-variance optimization, Sharpe ratio, investment strategies. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/75971 Cryptocurrencies are significant improvements in the digital age that have changed the way we think about money. The first cryptocurrency was Bitcoin, introduced in 2009 and was created by Nakamoto. Due to their potential ups and downs, many people now think that cryptocurrencies are appropriate for use as an investment instrument, especially millennials who are attracted to higher-risk investment alternatives. A number of different investing options such as cryptocurrencies, gold, and other conventional assets like equities and bonds have unique characteristics and advantages. It's essential for investors to understand the similarities and differences between cryptocurrencies and other assets in order to create diversified portfolios. In this study, the optimum portfolio will be constructed using Bitcoin, Gold, LQ45 Index, and ABF IBI as the representative of Indonesia Bond Index. Mean-Variance Optimization will be used as an asset allocation method, and will be compared to the other methods such as Risk Parity, 60/40 Portfolio, and Equally Weighted to find a better risk-adjusted return. The Sharpe ratio analysis is used to evaluate the portfolio performance resulting from every method. The investment strategy will be simulated to know which strategy will result the best total return in the end of simulation period. According to risk, return, and the Sharpe ratio, Bitcoin could perform better than gold, LQ45, and ABF IBI. Furthermore, the Mean-Variance Optimization resulted the highest Sharpe ratio compared to the other methods. The optimal weight from the portfolio construction using Mean-Variance Optimization allocated 53% to ABFI index, 40% to Bitcoin, and 7% to gold, which resulted 48.2% portfolio return, 40.44% portfolio risk, and 1077.8% Sharpe ratio. From the investment strategy simulation, the quarterly rebalancing strategy was found to be the best strategy with the total return 223.36%. 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 Manajemen umum
spellingShingle Manajemen umum
Syahid Nugraha, Wildan
OPTIMAL PORTFOLIO CONSTRUCTION USING BITCOIN, GOLD, LQ45 INDEX, AND INDONESIA BOND INDEX
description Cryptocurrencies are significant improvements in the digital age that have changed the way we think about money. The first cryptocurrency was Bitcoin, introduced in 2009 and was created by Nakamoto. Due to their potential ups and downs, many people now think that cryptocurrencies are appropriate for use as an investment instrument, especially millennials who are attracted to higher-risk investment alternatives. A number of different investing options such as cryptocurrencies, gold, and other conventional assets like equities and bonds have unique characteristics and advantages. It's essential for investors to understand the similarities and differences between cryptocurrencies and other assets in order to create diversified portfolios. In this study, the optimum portfolio will be constructed using Bitcoin, Gold, LQ45 Index, and ABF IBI as the representative of Indonesia Bond Index. Mean-Variance Optimization will be used as an asset allocation method, and will be compared to the other methods such as Risk Parity, 60/40 Portfolio, and Equally Weighted to find a better risk-adjusted return. The Sharpe ratio analysis is used to evaluate the portfolio performance resulting from every method. The investment strategy will be simulated to know which strategy will result the best total return in the end of simulation period. According to risk, return, and the Sharpe ratio, Bitcoin could perform better than gold, LQ45, and ABF IBI. Furthermore, the Mean-Variance Optimization resulted the highest Sharpe ratio compared to the other methods. The optimal weight from the portfolio construction using Mean-Variance Optimization allocated 53% to ABFI index, 40% to Bitcoin, and 7% to gold, which resulted 48.2% portfolio return, 40.44% portfolio risk, and 1077.8% Sharpe ratio. From the investment strategy simulation, the quarterly rebalancing strategy was found to be the best strategy with the total return 223.36%.
format Theses
author Syahid Nugraha, Wildan
author_facet Syahid Nugraha, Wildan
author_sort Syahid Nugraha, Wildan
title OPTIMAL PORTFOLIO CONSTRUCTION USING BITCOIN, GOLD, LQ45 INDEX, AND INDONESIA BOND INDEX
title_short OPTIMAL PORTFOLIO CONSTRUCTION USING BITCOIN, GOLD, LQ45 INDEX, AND INDONESIA BOND INDEX
title_full OPTIMAL PORTFOLIO CONSTRUCTION USING BITCOIN, GOLD, LQ45 INDEX, AND INDONESIA BOND INDEX
title_fullStr OPTIMAL PORTFOLIO CONSTRUCTION USING BITCOIN, GOLD, LQ45 INDEX, AND INDONESIA BOND INDEX
title_full_unstemmed OPTIMAL PORTFOLIO CONSTRUCTION USING BITCOIN, GOLD, LQ45 INDEX, AND INDONESIA BOND INDEX
title_sort optimal portfolio construction using bitcoin, gold, lq45 index, and indonesia bond index
url https://digilib.itb.ac.id/gdl/view/75971
_version_ 1822994575012134912