Archive
Exploring Bitcoin’s Adoption and Its Correlation with the US Dollar, Gold, and the Nasdaq Composite Index: A Comprehensive Analysis.
Authors
Godspower Eseoghene Onovughe, Joshua Sopuru
Abstract
This study explores the complex link between Bitcoin, the US Dollar (USD), Gold (XAU), and the Nasdaq Composite Index. It examines how correlations and potential dependencies change over time using extensive statistical and econometric approaches. Our examination starts by looking at how Bitcoin changed from being a specialized digital asset to what it is today—a widely used financial tool. By contrasting them with conventional fiat currencies like the USD, we examine their volatility, liquidity, and market capitalization characteristics. In addition, we evaluate Bitcoin's function in the larger financial environment as a value store and a speculative asset. We now examine the interactions between Bitcoin, the US dollar, Gold, and the Nasdaq Composite Index, concentrating on their correlations and probable causative connections. To understand the fundamental causes of these correlations, we investigate the effects of macroeconomic variables, regulatory changes, and investor sentiment on them. Our research suggests that there are numerous and dynamic correlations between Bitcoin, the US dollar, Gold, and the Nasdaq that change over time in response to shifting market dynamics. The relationship between Bitcoin and conventional financial instruments like the USD, XAU, and the Nasdaq remains a crucial subject of inquiry and exploration as it continues to develop and be accepted in mainstream finance. In summary, this study offers important new understandings of the complex relationship between Bitcoin, the US Dollar, Gold, and the Nasdaq Composite Index.
Keywords
Bitcoin, cryptocurrency, global acceptance, digital economy, exchange rates, global indices
DOI
References
Baltaş, A., & Baltaş, Z. (2004). Stres ve başa çıkma yolları (22. baskı). İstanbul: Remzi Kitapevi.
Andreas M. Antonopoulos' "Mastering Bitcoin: Unlocking Digital Cryptocurrencies"; Paul Vigna and Michael J. Casey's "The Age of Cryptocurrency: How Bitcoin and the Blockchain Are Challenging the Global Economic Order"
Arvind Narayanan, Joseph Bonneau, Edward Felten, Andrew Miller, and Steven Goldfelder. "Bitcoin and Cryptocurrency Technologies: A Comprehensive Introduction."
Antonopoulos, A. M. (2014), Mastering Bitcoin: Unlocking Digital Crypto-Currencies, Sebastopol: O’Reilly Media Inc.
Atik, M., Kose, Y., Yilmaz, B. and Saglam, F. (2015), Cryptocurrency: Bitcoin and effects on exchange rates, The Journal of Faculty of Economics and Administrative Sciences, 6(11), pp. 247-261.
Baek, C. and Elbeck, M. (2015), Bitcoins as an investment or speculative vehicle? A first look, Applied Economics Letters, 22(1), pp. 30-34.
Bariviera, A. F., Basgall, M. J., Hasperué, W., Naiouf, M., & Serrano, P. (2017). Some stylized facts of the Bitcoin market. Physica A: Statistical Mechanics and its Applications, 484, 82-90.
Bartos, J. (2015), Does Bitcoin follow the hypothesis of an efficient market?. International Journal of Economic Sciences, 4(2), pp. 10-23.
Baur, D. G., & Dimpfl, T. (2018). Bitcoin, gold, and the US dollar: A replication and extension. Finance Research Letters, 25, 103-110.
Baur, G. D., Lee, D. A. and Hong, K. (2017), Bitcoin: Medium of exchange or speculative assets?, Journal of International Financial Markets, Institutions and Money, 54, 177-189 (retrieved from: https://ssrn.com/abstract=2561183).
Bayesian structural time series (retrieved from:https://arxiv.org/abs/1706.01437)
Bhardwaj, R., Rachcha, A. and Desai, R. (2017), Online secure payment system using steganography and cryptography, International Journal on Recent and Innovation, Trends in Computing and Communication, 5(12), pp. 33-36.
Bitcoin—asset or currency? Revealing users' hidden intentions. ECIS 2014 Proceedings, 70, Bjerg, O. (2016), How is Bitcoin money?, Theory, Culture & Society, 33(1), pp. 53-72.
Book of Satoshi: The Collected Writings of Bitcoin Creator Satoshi Nakamoto, edited by Phil Champagne
Bouoiyour, J. and Selmi, R. (2015), What does Bitcoin look like?, Annals of Economics and Finance, 16(2), pp. 449-492.
Bouoiyour, J., Selmi, R., Tiwari, A. and Olayeni, O. (2016), What drives Bitcoin price?
Bouri, E., Molnár, P., Azzi, G., Roubaud, D. and Hagfors, L. I. (2017), On the hedge and safe haven properties of Bitcoin: Is it really more than a diversifier?, Finance Research Letters, 20, pp. 192-198.
Box, G. E., Jenkins, G. M., Reinsel, G. C., & Ljung, G. M. (2015). Time series analysis: forecasting and control. John Wiley & Sons.
Brandvold, M., Molnar, P., Vagstad, K., and Valstad, O. C. A. (2015), Price discovery on Bitcoin exchanges. Journal of International Financial Markets Institutions and Money, 36(C), pp. 18-35.
Briere, M., Oosterlinck, K. and Szafarz, A. (2015), Virtual currency, tangible return: Portfolio diversification with Bitcoin, Journal of Asset Management, 16(6), pp. 365-373.
Carian, P., Rajcaniova, M. and Kancs, A. (2016), The economics of Bitcoin price formation, Applied Economics, 48(19), pp. 1799-1815.
Chen, Y.W. and Vivek, K.P. (2014), The Value of Bitcoin in Enhancing the Efficiency of an Investor’s Portfolio, Journal of Financial Planning, 27(9), pp. 44-52.
Chiu, J. and Koeppl, T. (2017), The Economics of Cryptocurrencies-Bitcoin and Beyond, Queen’s Economics Department Working Paper, No. 1389, Ontario (retrieved 1799 from: http://qed.econ.queensu.ca/working_papers/papers/qed_wp_1389.pdf).
Cryptoassets: The Innovative Investor's Guide to Bitcoin and Beyond" by Chris Burniske and Jack Tatar - Bitcoin: The Ultimate Guide to the World of Bitcoin, Bitcoin Mining, Bitcoin Investing, Block-chain Technology, Cryptocurrency" by Ikuya Takashima - "The
decentralized digital currencies. IEEE Communications Surveys & Tutorials, 18(3), 2084- 2123.
Dickey, D. A. and Fuller, W. A. (1979), Distribution of the estimators for autoregressive time series with a unit root, Journal of the American Statistical Association, 74(366), pp.427– 431.
Dickey, D. A. and Fuller, W. A. (1981), Likelihood ratio statistics for autoregressive time series with a unit root, Econometrica, 49(4), pp. 1057-1072.
Dirican, C. and Canoz, I. (2017), The relationship between Bitcoin prices and major world stock indices: An analysis with ARDL model approach, Journal of Economics, Finance and Accounting, 4(4), pp. 377-392.
Dwyer, G. P. (2015), The economics of bitcoin and similar private digital currencies, Journal of Financial Stability, 17(C), pp. 81-91.
Dyhrberg, A. H. (2015), Hedging capabilities of Bitcoin. Is it the virtual gold?, Finance Research Letters, 16(C), pp. 139-144.
Dyhrberg, A. H. (2016), Bitcoin, gold and the dollar-a GARCH volatility analysis, Finance Research Letters, 16, pp. 85-92.
Economics Bulletin, 36(2), pp. 843-850.
Edwards, C. (2015), News: Bitcoin price crash finds new victims, Engineering & Technology, 12(2), pp. 19-19.
Eswara, M. (2017), Cryptocurrency gyrations and Bitcoin volatility, International Journal of Business and Administration Research Review, 3(8), pp. 187-195.
European Central Bank (1969), Virtual Currency Schemes, Germany (retrieved from: http://www.ecb.europa.eu/pub/pdf/other/virtualcurrencyschemes201210en.pdf).
Georgoula, I., Pournarakis, D., Bilanakos, C., Sotiropoulos, N. D. and Giaglis, M. G. (2015), Using time-series and sentiment analysis to detect the determinants of Bitcoin prices, MCIS 2015 Proceedings 20, Samos, 3-5 October (retrieved from: http://aisel.aisnet.org/mcis2015/20)
Giungato, P., Rana, R., Tarabella, A. and Tricase, C. (2017), Current trends in sustainability of Bitcoins and related block-chain technology, Sustainability, 9(12), pp. 1- 11.
Glaser, F., Zimmermann, K., Haferkorn, M., Weber, M. C., and Siering, M. (2014), Bitcoin asset or currency? Revealing users’ hidden intentions, in: Avital, M., Leimeister,
Granger, A. (1969), Asymmetric causality tests with an application, Empirical Economics, 43(1), pp. 447-456.
Gulec, O. M., Cevik, E. and Bahadır, N. (2018), Investigation of the association between Bitcoin and financial indicators, Journal of the Faculty of Economics Administrative Sciences, 7(2), pp. 18-37.
Hacker, R. S. and Granger, A. (2006), Tests for causality between integrated variables using asymptotic and bootstrap distributions: theory and application, Applied Economics, 38(13), pp. 1489-1500.
Hayes, A. S. (2015). Cryptocurrency value formation: An empirical study leading to a cost of production model for valuing bitcoin. Telematics and Informatics, 32(4), 716-726.
Hyndman, R. J., & Athanasopoulos, G. (2018). Forecasting: principles and practice (2nd ed.). OTexts.
Icellioglu, C. S. and Ozturk, M. B. E. (2017), In search of the relationship between Bitcoin and selected exchange rates: Johansen test and Granger causality test for the period 2013- 2017, Maliyeve Finans Yazıları, 109, pp. 51-70.
Indra, D. (1992), Pengantaruang dan perbankan, Jakarta: PT RinekaCipta. Investopedia Database (2018), Investing: Financial analysis, what is NASDAQ Index (retrieved from: https://www.investopedia.com/terms/s/sp500.asp).
Jin, L. S. and Masih, M. (2017), Exploring Portfolio Diversification Opportunities in Islamic Capital Markets through Bitcoin: Evidence from MGARCH-DCC and Wavelet Approaches, MPRAPap No.79752 (retrieved from:https://mpra.ub.unimuenchen.de/79752/1/MPRA_paper_79752.pdf).
Kajtazi, A. and Moro, A. (2017), Bitcoin, portfolio diversification and Chinese financial
Kamps, J., Brandvold, M., & Molnár, P. (2020). Bitcoin adoption: A systematic literature review. International Journal of Financial Studies, 8(2), 25.
Katsiampa, P. (2017), Volatility estimation for Bitcoin: A comparison of GARCH models, Economics Letters, 158, pp. 3-6
Kocoglu, S., Cevik, Y. E. and Tanrıoven, C. (2016), Efficiency, liquidity and volatility of Bitcoin markets, Journal of Business Research Turk, 8(2), pp. 77-97.
Kristoufek, L. (2015), What are the main drivers of the Bitcoin price? Evidence from wavelet coherence analysis, PLoS ONE, 10(4), pp. 1-15.
Kurihara, Y. and Fukushima, A. (2017), The market efficiency of Bitcoin: A monthly anomaly perspective, Journal of Applied Finance & Banking, 7(3), pp. 57-64.
M. and Schultze, U. (eds), Proceedings of the European conference on information
Makridakis, S., Spiliotis, E., & Assimakopoulos, V. (2018). Statistical and Machine Learning forecasting methods: Concerns and ways forward. PloS one, 13(3), e0194889.
Markets (retrieved from: https://ssrn.com/abstract=3062064).
Moore, T., & Christin, N. (2013). Beware the middleman: Empirical analysis of Bitcoin-exchange risk. Financial Cryptography and Data Security, 25-33.
Murphy, E. V., Murphy, M. M. and Seitzinger, M. V. (2015), Bitcoin: Questions, answers and analysis of legal issues, Congressional Research Service (retrieved from:https://fas.org/sgp/crs/misc/R43339.pdf).
Nakamoto, S. (2008). Bitcoin: A Peer-to-Peer Electronic Cash System. Retrieved from https://bitcoin.org/bitcoin.pdf
Nathaniel Popper-T's book "Digital Gold: Bitcoin and the Inside Story of the Misfits and Millionaires Trying to Reinvent Money"
Nurhisam, L. (2017), Bitcoin: Islamic law perspective, Qudus International Journal of Islamic Studies, 5(2), pp. 85-100.
Öztürk, N. and Koç, A. (2006), Elektronik para, diğer para türleriyle karşilaştirilmasi ve olasi etkileri, Sosyal Ekonomik Araştırmalar Dergisi, 6(11), pp. 207-243 (retrieved f from http://dergipark.gov.tr/susead/issue/28430/302840).
Prices for bitcoin (BTC), https://www.coindesk.com/price/bitcoin
R. S. Tsay (2010). "Financial Time Series Analysis." (2006) Wiley Shumway, R. H., and Stoffer, D. S. The Use of Time Series Analysis
Reiff, N (2022). The Environmental Effect of Cryptocurrency (Retrieved from: https://www.investopedia.com/tech/whats-environmental-impact-cryptocurrency/)
Rogojanu, A. and Badea, L. (2014), The issue of competing currencies: Case study-Bitcoin, Theoretical and Applied Economics, 21(1), pp. 103-114
Sovbetov, Y. (2018), Factors influencing cryptocurrency prices: Evidence from Bitcoin, Ethereum, Dash, Litecoin, and Monero, Journal of Economics and Financial Analysis, 2(2), pp. 1-27.
Szetela, B., Mentel, G. and Gędek,S. (2016), Dependency analysis between Bitcoin and selected global currencies, Dynamic Econometric Models, 16(1), pp. 133-144.
Toda, H. Y. and Yamamoto, T. (1995), Statistical inference in vector autoregressions with possibly integrated processes, Journal of Econometrics, 66(1-2), pp. 225-250.
Tschorsch, F., & Scheuermann, B. (2016). Bitcoin and beyond: A technical survey
Van, W. D. (2013), What Can Be Expected from the BitCoin?, Erasmus Rotterdam University Working Paper (retrieved from https://thesis.eur.nl/pub/14100/FinalversionThesis-Dennis-van-Wijk.pd).
VIX past information, VIX historical data may be found at http://www.cboe.com/products/vix-index-volatility/vix-options-and-futures/vix-index/
Vyas, C. A. and Lunagaria, M. (2014), Security concerns and issues for Bitcoin, IJCA Proceedings on National Conference cum Workshop on Bioinformatics and Computational Biology, 2, pp. 10-12.
Wei, W. W. (2006). Time series analysis: univariate and multivariate methods. Pearson Education.
Yermack, D. (2013), Is Bitcoin a real currency? An Economic Appraisal, National Bureau of Economic Research Working Paper, 19747, pp. 1-22.
Yermack, D. (2015). Is Bitcoin a real currency? An economic appraisal. Handbook of digital currency, 31-43.
Zeren, F. and Koc, M. (2014), The nexus between energy consumption and finance development with asymmetric causality test: new evidence from newly industrialized countries, International Journal of Energy Economics and Policy, 4(1), pp. 83-91.
Andreas M. Antonopoulos' "Mastering Bitcoin: Unlocking Digital Cryptocurrencies"; Paul Vigna and Michael J. Casey's "The Age of Cryptocurrency: How Bitcoin and the Blockchain Are Challenging the Global Economic Order"
Arvind Narayanan, Joseph Bonneau, Edward Felten, Andrew Miller, and Steven Goldfelder. "Bitcoin and Cryptocurrency Technologies: A Comprehensive Introduction."
Antonopoulos, A. M. (2014), Mastering Bitcoin: Unlocking Digital Crypto-Currencies, Sebastopol: O’Reilly Media Inc.
Atik, M., Kose, Y., Yilmaz, B. and Saglam, F. (2015), Cryptocurrency: Bitcoin and effects on exchange rates, The Journal of Faculty of Economics and Administrative Sciences, 6(11), pp. 247-261.
Baek, C. and Elbeck, M. (2015), Bitcoins as an investment or speculative vehicle? A first look, Applied Economics Letters, 22(1), pp. 30-34.
Bariviera, A. F., Basgall, M. J., Hasperué, W., Naiouf, M., & Serrano, P. (2017). Some stylized facts of the Bitcoin market. Physica A: Statistical Mechanics and its Applications, 484, 82-90.
Bartos, J. (2015), Does Bitcoin follow the hypothesis of an efficient market?. International Journal of Economic Sciences, 4(2), pp. 10-23.
Baur, D. G., & Dimpfl, T. (2018). Bitcoin, gold, and the US dollar: A replication and extension. Finance Research Letters, 25, 103-110.
Baur, G. D., Lee, D. A. and Hong, K. (2017), Bitcoin: Medium of exchange or speculative assets?, Journal of International Financial Markets, Institutions and Money, 54, 177-189 (retrieved from: https://ssrn.com/abstract=2561183).
Bayesian structural time series (retrieved from:https://arxiv.org/abs/1706.01437)
Bhardwaj, R., Rachcha, A. and Desai, R. (2017), Online secure payment system using steganography and cryptography, International Journal on Recent and Innovation, Trends in Computing and Communication, 5(12), pp. 33-36.
Bitcoin—asset or currency? Revealing users' hidden intentions. ECIS 2014 Proceedings, 70, Bjerg, O. (2016), How is Bitcoin money?, Theory, Culture & Society, 33(1), pp. 53-72.
Book of Satoshi: The Collected Writings of Bitcoin Creator Satoshi Nakamoto, edited by Phil Champagne
Bouoiyour, J. and Selmi, R. (2015), What does Bitcoin look like?, Annals of Economics and Finance, 16(2), pp. 449-492.
Bouoiyour, J., Selmi, R., Tiwari, A. and Olayeni, O. (2016), What drives Bitcoin price?
Bouri, E., Molnár, P., Azzi, G., Roubaud, D. and Hagfors, L. I. (2017), On the hedge and safe haven properties of Bitcoin: Is it really more than a diversifier?, Finance Research Letters, 20, pp. 192-198.
Box, G. E., Jenkins, G. M., Reinsel, G. C., & Ljung, G. M. (2015). Time series analysis: forecasting and control. John Wiley & Sons.
Brandvold, M., Molnar, P., Vagstad, K., and Valstad, O. C. A. (2015), Price discovery on Bitcoin exchanges. Journal of International Financial Markets Institutions and Money, 36(C), pp. 18-35.
Briere, M., Oosterlinck, K. and Szafarz, A. (2015), Virtual currency, tangible return: Portfolio diversification with Bitcoin, Journal of Asset Management, 16(6), pp. 365-373.
Carian, P., Rajcaniova, M. and Kancs, A. (2016), The economics of Bitcoin price formation, Applied Economics, 48(19), pp. 1799-1815.
Chen, Y.W. and Vivek, K.P. (2014), The Value of Bitcoin in Enhancing the Efficiency of an Investor’s Portfolio, Journal of Financial Planning, 27(9), pp. 44-52.
Chiu, J. and Koeppl, T. (2017), The Economics of Cryptocurrencies-Bitcoin and Beyond, Queen’s Economics Department Working Paper, No. 1389, Ontario (retrieved 1799 from: http://qed.econ.queensu.ca/working_papers/papers/qed_wp_1389.pdf).
Cryptoassets: The Innovative Investor's Guide to Bitcoin and Beyond" by Chris Burniske and Jack Tatar - Bitcoin: The Ultimate Guide to the World of Bitcoin, Bitcoin Mining, Bitcoin Investing, Block-chain Technology, Cryptocurrency" by Ikuya Takashima - "The
decentralized digital currencies. IEEE Communications Surveys & Tutorials, 18(3), 2084- 2123.
Dickey, D. A. and Fuller, W. A. (1979), Distribution of the estimators for autoregressive time series with a unit root, Journal of the American Statistical Association, 74(366), pp.427– 431.
Dickey, D. A. and Fuller, W. A. (1981), Likelihood ratio statistics for autoregressive time series with a unit root, Econometrica, 49(4), pp. 1057-1072.
Dirican, C. and Canoz, I. (2017), The relationship between Bitcoin prices and major world stock indices: An analysis with ARDL model approach, Journal of Economics, Finance and Accounting, 4(4), pp. 377-392.
Dwyer, G. P. (2015), The economics of bitcoin and similar private digital currencies, Journal of Financial Stability, 17(C), pp. 81-91.
Dyhrberg, A. H. (2015), Hedging capabilities of Bitcoin. Is it the virtual gold?, Finance Research Letters, 16(C), pp. 139-144.
Dyhrberg, A. H. (2016), Bitcoin, gold and the dollar-a GARCH volatility analysis, Finance Research Letters, 16, pp. 85-92.
Economics Bulletin, 36(2), pp. 843-850.
Edwards, C. (2015), News: Bitcoin price crash finds new victims, Engineering & Technology, 12(2), pp. 19-19.
Eswara, M. (2017), Cryptocurrency gyrations and Bitcoin volatility, International Journal of Business and Administration Research Review, 3(8), pp. 187-195.
European Central Bank (1969), Virtual Currency Schemes, Germany (retrieved from: http://www.ecb.europa.eu/pub/pdf/other/virtualcurrencyschemes201210en.pdf).
Georgoula, I., Pournarakis, D., Bilanakos, C., Sotiropoulos, N. D. and Giaglis, M. G. (2015), Using time-series and sentiment analysis to detect the determinants of Bitcoin prices, MCIS 2015 Proceedings 20, Samos, 3-5 October (retrieved from: http://aisel.aisnet.org/mcis2015/20)
Giungato, P., Rana, R., Tarabella, A. and Tricase, C. (2017), Current trends in sustainability of Bitcoins and related block-chain technology, Sustainability, 9(12), pp. 1- 11.
Glaser, F., Zimmermann, K., Haferkorn, M., Weber, M. C., and Siering, M. (2014), Bitcoin asset or currency? Revealing users’ hidden intentions, in: Avital, M., Leimeister,
Granger, A. (1969), Asymmetric causality tests with an application, Empirical Economics, 43(1), pp. 447-456.
Gulec, O. M., Cevik, E. and Bahadır, N. (2018), Investigation of the association between Bitcoin and financial indicators, Journal of the Faculty of Economics Administrative Sciences, 7(2), pp. 18-37.
Hacker, R. S. and Granger, A. (2006), Tests for causality between integrated variables using asymptotic and bootstrap distributions: theory and application, Applied Economics, 38(13), pp. 1489-1500.
Hayes, A. S. (2015). Cryptocurrency value formation: An empirical study leading to a cost of production model for valuing bitcoin. Telematics and Informatics, 32(4), 716-726.
Hyndman, R. J., & Athanasopoulos, G. (2018). Forecasting: principles and practice (2nd ed.). OTexts.
Icellioglu, C. S. and Ozturk, M. B. E. (2017), In search of the relationship between Bitcoin and selected exchange rates: Johansen test and Granger causality test for the period 2013- 2017, Maliyeve Finans Yazıları, 109, pp. 51-70.
Indra, D. (1992), Pengantaruang dan perbankan, Jakarta: PT RinekaCipta. Investopedia Database (2018), Investing: Financial analysis, what is NASDAQ Index (retrieved from: https://www.investopedia.com/terms/s/sp500.asp).
Jin, L. S. and Masih, M. (2017), Exploring Portfolio Diversification Opportunities in Islamic Capital Markets through Bitcoin: Evidence from MGARCH-DCC and Wavelet Approaches, MPRAPap No.79752 (retrieved from:https://mpra.ub.unimuenchen.de/79752/1/MPRA_paper_79752.pdf).
Kajtazi, A. and Moro, A. (2017), Bitcoin, portfolio diversification and Chinese financial
Kamps, J., Brandvold, M., & Molnár, P. (2020). Bitcoin adoption: A systematic literature review. International Journal of Financial Studies, 8(2), 25.
Katsiampa, P. (2017), Volatility estimation for Bitcoin: A comparison of GARCH models, Economics Letters, 158, pp. 3-6
Kocoglu, S., Cevik, Y. E. and Tanrıoven, C. (2016), Efficiency, liquidity and volatility of Bitcoin markets, Journal of Business Research Turk, 8(2), pp. 77-97.
Kristoufek, L. (2015), What are the main drivers of the Bitcoin price? Evidence from wavelet coherence analysis, PLoS ONE, 10(4), pp. 1-15.
Kurihara, Y. and Fukushima, A. (2017), The market efficiency of Bitcoin: A monthly anomaly perspective, Journal of Applied Finance & Banking, 7(3), pp. 57-64.
M. and Schultze, U. (eds), Proceedings of the European conference on information
Makridakis, S., Spiliotis, E., & Assimakopoulos, V. (2018). Statistical and Machine Learning forecasting methods: Concerns and ways forward. PloS one, 13(3), e0194889.
Markets (retrieved from: https://ssrn.com/abstract=3062064).
Moore, T., & Christin, N. (2013). Beware the middleman: Empirical analysis of Bitcoin-exchange risk. Financial Cryptography and Data Security, 25-33.
Murphy, E. V., Murphy, M. M. and Seitzinger, M. V. (2015), Bitcoin: Questions, answers and analysis of legal issues, Congressional Research Service (retrieved from:https://fas.org/sgp/crs/misc/R43339.pdf).
Nakamoto, S. (2008). Bitcoin: A Peer-to-Peer Electronic Cash System. Retrieved from https://bitcoin.org/bitcoin.pdf
Nathaniel Popper-T's book "Digital Gold: Bitcoin and the Inside Story of the Misfits and Millionaires Trying to Reinvent Money"
Nurhisam, L. (2017), Bitcoin: Islamic law perspective, Qudus International Journal of Islamic Studies, 5(2), pp. 85-100.
Öztürk, N. and Koç, A. (2006), Elektronik para, diğer para türleriyle karşilaştirilmasi ve olasi etkileri, Sosyal Ekonomik Araştırmalar Dergisi, 6(11), pp. 207-243 (retrieved f from http://dergipark.gov.tr/susead/issue/28430/302840).
Prices for bitcoin (BTC), https://www.coindesk.com/price/bitcoin
R. S. Tsay (2010). "Financial Time Series Analysis." (2006) Wiley Shumway, R. H., and Stoffer, D. S. The Use of Time Series Analysis
Reiff, N (2022). The Environmental Effect of Cryptocurrency (Retrieved from: https://www.investopedia.com/tech/whats-environmental-impact-cryptocurrency/)
Rogojanu, A. and Badea, L. (2014), The issue of competing currencies: Case study-Bitcoin, Theoretical and Applied Economics, 21(1), pp. 103-114
Sovbetov, Y. (2018), Factors influencing cryptocurrency prices: Evidence from Bitcoin, Ethereum, Dash, Litecoin, and Monero, Journal of Economics and Financial Analysis, 2(2), pp. 1-27.
Szetela, B., Mentel, G. and Gędek,S. (2016), Dependency analysis between Bitcoin and selected global currencies, Dynamic Econometric Models, 16(1), pp. 133-144.
Toda, H. Y. and Yamamoto, T. (1995), Statistical inference in vector autoregressions with possibly integrated processes, Journal of Econometrics, 66(1-2), pp. 225-250.
Tschorsch, F., & Scheuermann, B. (2016). Bitcoin and beyond: A technical survey
Van, W. D. (2013), What Can Be Expected from the BitCoin?, Erasmus Rotterdam University Working Paper (retrieved from https://thesis.eur.nl/pub/14100/FinalversionThesis-Dennis-van-Wijk.pd).
VIX past information, VIX historical data may be found at http://www.cboe.com/products/vix-index-volatility/vix-options-and-futures/vix-index/
Vyas, C. A. and Lunagaria, M. (2014), Security concerns and issues for Bitcoin, IJCA Proceedings on National Conference cum Workshop on Bioinformatics and Computational Biology, 2, pp. 10-12.
Wei, W. W. (2006). Time series analysis: univariate and multivariate methods. Pearson Education.
Yermack, D. (2013), Is Bitcoin a real currency? An Economic Appraisal, National Bureau of Economic Research Working Paper, 19747, pp. 1-22.
Yermack, D. (2015). Is Bitcoin a real currency? An economic appraisal. Handbook of digital currency, 31-43.
Zeren, F. and Koc, M. (2014), The nexus between energy consumption and finance development with asymmetric causality test: new evidence from newly industrialized countries, International Journal of Energy Economics and Policy, 4(1), pp. 83-91.