As Ethereum and Bitcoin dominate the cryptocurrency market, their investors are concerned about each possibility of market price movements. The study aims to analyze the market price of these two cryptocurrencies and their respective volatility. Generalized Auto Regressive Conditional Heteroskedasticity (GARCH) is a model that excels in modelling volatility of a price-based time series. This research utilized the daily prices of Ethereum and Bitcoin. GARCH (1,1) model is applied as it is the most accurate model compared to the other GARCH (p,q) model. Based on the findings, this study concludes that Ethereum's volatility is more likely to persist in the long run than Bitcoin. However, for the short run, Ethereum's volatility is less persistent as compared to Bitcoin. Thus, Ethereum is much more profitable in the long run as compared to Bitcoin meanwhile Bitcoin is much more profitable in the short run.
Skip Nav Destination
Article navigation
8 February 2023
The 5TH ISM INTERNATIONAL STATISTICAL CONFERENCE 2021 (ISM-V): Statistics in the Spotlight: Navigating the New Norm
17–19 August 2021
Johor Bahru, Johor, Malaysia
Research Article|
February 08 2023
Analysis of Ethereum versus Bitcoin: The GARCH approach
Suraya Fadilah Ramli;
Suraya Fadilah Ramli
a)
Faculty of Computer and Mathematical Science, Universiti Teknologi MARA
, Shah Alam, Malaysia
a)Corresponding author: [email protected]
Search for other works by this author on:
Zahrul Azmir A. B. S. L. Kamarul Adzhar;
Zahrul Azmir A. B. S. L. Kamarul Adzhar
b)
Faculty of Computer and Mathematical Science, Universiti Teknologi MARA
, Shah Alam, Malaysia
Search for other works by this author on:
Syed Anand Najmi Sayed Abu Bashar;
Syed Anand Najmi Sayed Abu Bashar
c)
Faculty of Computer and Mathematical Science, Universiti Teknologi MARA
, Shah Alam, Malaysia
Search for other works by this author on:
Muhammad Fikri Abdullah
Muhammad Fikri Abdullah
d)
Faculty of Computer and Mathematical Science, Universiti Teknologi MARA
, Shah Alam, Malaysia
Search for other works by this author on:
a)Corresponding author: [email protected]
AIP Conf. Proc. 2500, 020049 (2023)
Citation
Suraya Fadilah Ramli, Zahrul Azmir A. B. S. L. Kamarul Adzhar, Syed Anand Najmi Sayed Abu Bashar, Muhammad Fikri Abdullah; Analysis of Ethereum versus Bitcoin: The GARCH approach. AIP Conf. Proc. 8 February 2023; 2500 (1): 020049. https://doi.org/10.1063/5.0112690
Download citation file:
Pay-Per-View Access
$40.00
Sign In
You could not be signed in. Please check your credentials and make sure you have an active account and try again.
61
Views
Citing articles via
Inkjet- and flextrail-printing of silicon polymer-based inks for local passivating contacts
Zohreh Kiaee, Andreas Lösel, et al.
Effect of coupling agent type on the self-cleaning and anti-reflective behaviour of advance nanocoating for PV panels application
Taha Tareq Mohammed, Hadia Kadhim Judran, et al.
Students’ mathematical conceptual understanding: What happens to proficient students?
Dian Putri Novita Ningrum, Budi Usodo, et al.
Related Content
Comparison of machine learning models of long short-term memory and facebook prophet model in Ethereum gas fee determinant
AIP Conf. Proc. (February 2024)
Comparing a novel proof of learning based consensus protocol with the proof of vote protocol to reduce attack probability in the Ethereum blockchain network
AIP Conf. Proc. (November 2024)
Review of blockchain in computer games
AIP Conf. Proc. (October 2023)
Bitcoin and cryptocurrency technologies: A review
AIP Conf. Proc. (June 2023)
Swasthya Mitra: Smart contract enabled patient’s electronic health records sharing (EHR) system
AIP Conf. Proc. (June 2023)