Factors Influencing Cryptocurrency Prices: Evidence from Bitcoin, Ethereum, Dash, Litcoin, and Monero
By Yhlas Sovbetov. 2018
224 citations recorded by the source corpus.
This paper examines factors that influence prices of most common five cryptocurrencies such Bitcoin, Ethereum, Dash, Litecoin, and Monero over 2010-2018 using weekly data. The study employs ARDL technique and documents several findings. First, cryptomarket-related factors such as market beta, trading volume, and volatility appear to be significant determinant for all five cryptocurrencies both in short- and long-run. Second, attractiveness of cryptocurrencies also matters in terms of their price determination, but only in long-run. This indicates that formation (recognition) of the attractiveness of cryptocurrencies are subjected to time factor. In other words, it travels slowly within the market. Third, SP500 index seems to have weak positive long-run impact on Bitcoin, Ethereum, and Litcoin, while its sign turns to negative losing significance in short-run, except Bitcoin that generates an estimate of -0.20 at 10% significance level. Lastly, error-correction models for Bitcoin, Etherem, Dash, Litcoin, and Monero show that cointegrated series cannot drift too far apart, and converge to a long-run equilibrium at a speed of 23.68%, 12.76%, 10.20%, 22.91%, and 14.27% respectively.
Subfields: Information Systems
View Paper: https://www.semanticscholar.org/paper/6de7105b08170e4f35078c8ee90b8dc0430610af
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Information Systems
Citations in the corpus
- The predictive power of public Twitter sentiment for forecasting cryptocurrency prices (2020, background): “…of a country (e.g. Venezuela) (Poyser, 2017), Twitter mentions (Li and Wang, 2017), news sentiment and volume (Polasik et al., 2015), speculation (Sovbetov, 2018), regulation announcements, Initial Coin O erings (ICO)6, hard forks7, airdrops 8, cryptocurrency exchange hacks 6An ICO or Initial…”