CHAPTER 5: CONCLUSIONS
5.3 Future Research
Since the literatures targeting cryptocurrency price determinants and forecast is limited especially in the field of finance, we suggest future research targeting other macroeconomics factors such as inflation, GDP and unemployment rate to investigate if they correlate more in predicting cryptocurrencies price, at the same time we suggest using a bigger sample of cryptocurrencies reflecting top ten market cap as this could lead to change in results.
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REFERENCES
- Mei Luo & Shuangchen Yu, (2022), Financial reporting for cryptocurrency, https://link.springer.com/article/10.1007/s11142-022-09741-w
- Grushack, J.(2014).Currency Examining Digital Crypto Currency,Markets.Cs.Union.Edu, June.https://cs.union.edu/Archives/SeniorProjects/2014/CS.2014/files/grushacj/grushacj_pa per.pdf
- Kishor P. Bholane. (2021), Pros and Cons of Cryptocurrency: A Brief Overview, National Journal of Research in Marketing, Finance & HRM, ISSN: 2455-5398.
- Joseph J. Bambara, Paul R. Allen, (2018), Blockchain A Practical Guide to Developing Business, Law, and Technology Solutions, Mc Graw Hill Education.
- Thomas Conlona , Shaen Corbetb,c , Richard J. McGeea,(2020). Are cryptocurrencies a safe haven for equity markets? An international perspective from the COVID-19 pandemic.
- Nguyen Phuc Canh, Nguyen Quang Binh, Su Dinh Thanh, (2019), Cryptocurrencies and Investment Diversification: Empirical Evidence from Seven Largest Cryptocurrencies, Scientific Research publishing, ISSN Online: 2162-2086.
- ElieBouri, BrianLuceybde, DavidRoubaudc,(2019). Cryptocurrencies and the downside risk in equity investments,ElSEVIER, Science Direct.
- Darko Vukovic, Moinak Maiti, Zoran Grubisic, Elena M. Grigorieva and Michael Frömmel,(2021). COVID-19 Pandemic: Is the Crypto Market a Safe Haven? The Impact of the First Wave. MDPI, Sustainability.
- RahmaChemkha, AhmedBenSaïda, AhmedGhorbel, TaharTayachi. (2021) Hedge and safe haven properties during COVID-19: Evidence from Bitcoin and gold, Elsevier.
- Khurram Shehzad,Faik Bilgili,Umer Zaman,Emrah Kocak,Sevda Kuskaya (2021), Is gold favorable than bitcoin during the COVID-19 outbreak? Comparative analysis through
59 wavelet approach, Elsevier.
- Michel de Souza, Elder de Souza, Hugo Pereira, (2017). Cryptocurrencies Bubbles: New Evidence, The Empirical Economics Letters, 16(7), ISSN 1681 8997
- Christian J. Landsnes and Fredrik A. Enoksen (2019), What Can Predict Bubbles in Cryptocurrency Prices? Identification and explanation based on PSY test and regression models, University of Stavanger.
- Usama Adnan Fendi, Asem Tahtamouni, Yaser Jalghoum, Suleiman Jamal Mohammad (2019), The study of bubbles in bitcoin behavior, Banks and Bank Systems journal.
- Harsh Sengar, (2020), Solving the Mystery of Crypto’s Bubble, Ushus-Journal of Business Management 2020, Vol. 19, No.3, 25-39ISSN 0975-3311|https://doi: 10.12725/ujbm.52.
- Mohil Maheshkumar Patel, Sudeep Tanwar, Rajesh Gupta, Neeraj Kumar, (2020), A Deep Learning-based Cryptocurrency Price Prediction Scheme for Financial Institutions, Elsevier.
- M.Santhanalakshmi, R.Ponnusamy, Gayathri Harikumar, P. Nedumaran, (2021), A COMPARATIVE ANALYSIS OF BITCOIN VALUE FORECASTING USING TIME- SERIES METHODS, Journal of Tianjin University Science and Technology, ISSN (Online):
0493-2137.
- Emmanuel Pintelas, Ioannis E. Livieris, Stavros Stavroyiannis, Theodore Kotsilieris, and Panagiotis Pintelas, (2020), Investigating the Problem of Cryptocurrency Price Prediction: A Deep Learning Approach.
- Amin Azari, (2019), Bitcoin Price Prediction: An ARIMA Approach.
- Matthew Chen, Neha Narwal and Mila Schultz, (2017), Stanford University CA 94305.
- Mohammad J. Hamayel and Amani Yousef Owda, (2021), A Novel Cryptocurrency Price Prediction Model Using GRU, LSTM and bi-LSTM Machine Learning Algorithms, MDPI.
- Hayes, A. (2018). What Factors Give Cryptocurrencies Their Value: An Empirical Analysis.
60
SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2579445.
- Istomin, A. (2018). Bitcoin: Everything You Need to Know about Bitcoin, how to Mine Bitcoin, how to Buy BTC and how to Make Money with Bitcoin.
https://books.google.com/books?hl=en&lr=&id=6W4_DwAAQBAJ&oi=fnd&pg=PA1&d q=how+to+mine+bitcoin&ots=iNznC58xbx&sig=3tdgcclOuWoAVXD41pkKkQQTkqM - Manimuthu, A., Raja Sreedharan, V., Rejikumar, G., & Marwaha, D. (2019). A Literature
Review on Bitcoin: Transformation of Crypto Currency into a Global Phenomenon. In IEEE Engineering Management Review (Vol. 47, Issue 1, pp. 28–35).
https://doi.org/10.1109/EMR.2019.2901431
- Nguyen, T., De Bodisco, C., & Thaver, R. (2018). Factors Affecting Bitcoin Price in the Cryptocurrency Market: an Empirical Study. International Journal of Business and Economics Perspectives, 13(1), 106–126.
- Warmke, C. (2020). What is bitcoin? Inquiry (United Kingdom).
https://doi.org/10.1080/0020174X.2020.1860123
- Demirkan, S., Demirkan, I., & McKee, A. (2020). Blockchain technology in the future of business cyber security and accounting. Journal of Management Analytics, 7(2), 189-208.
- Ali Shojaie and Emily B. Fox, (2021) Granger Causality: A Review and Recent Advances, University of Washington.
- Rob J Hyndman and George Athanasopoulos, Forecasting: Principles and Practice, 2nd Edition, Monash University, Australia. https://otexts.com/fpp2/.
- Lutz Kilian & Helmut Lütkepohl, (2017), Structural vector autoregressive, Cambridge UniversityPress.
https://doi.org/10.1017/9781108164818
- https://www.statista.com/statistics/730876/cryptocurrency-maket-value/
61
- https://www.forbes.com/advisor/investing/cryptocurrency/different-types-of-
cryptocurrencies/#:~:text=CoinMarketCap%20reports%20that%20there%20are,market%20 capitalization%20of%20%24850%20billion.
- https://en.wikipedia.org/wiki/Digital_currency
- https://thenextweb.com/news/the-differences-between-cryptocurrencies-virtual-and-digital- currencies
- https://www.kaspersky.com/resource-center/definitions/what-is-cryptocurrency - https://finance.yahoo.com/crypto/?.tsrc=fin-srch
- https://99bitcoins.com/bitcoin/who-accepts/
- https://www.coinbase.com/learn/crypto-basics/what-is-a-smart-contract - https://www.bitcoin.com/get-started/what-are-transactions-fees/
- https://www.simplilearn.com/bitcoin-mining-explained-
article#:~:text=Cryptocurrency%20mining%20is%20a%20process,distributed%20ledger%
2
- https://ycharts.com/indicators/bitcoin_supply - https://finance.yahoo.com
- https://www.investing.com
- https://www.investopedia.com/articles/investing/090414/sp-500-index-you-need-know.asp - https://public.com/learn/what-is-the-sp-500
- https://corporatefinanceinstitute.com/
- https://www.cmegroup.com
- https://www.researchgate.net/post/Normality-and-forecast
- https://medium.com/fintechexplained/understanding-auto-regressive-model-arima- 4bd463b7a1bb