The Statistics of Bitcoin and Cryptocurrencies

Abstract

We show the statistical properties of the most important cryptocurrencies, of which Bitcoin is the most prominent example. We characterize their exchange rates versus the US Dollar by fitting parametric distributions to them. It is shown that returns are clearly non-normal, with standard heavy-tailed distributions giving good descriptions of the data. The results are important for investment and risk management purposes.