Statistical analysis of the exchange rate of bitcoin

Abstract

Bitcoin, the first electronic payment system, is becoming a popular currency. We provide a statistical analysis of the log-returns of the exchange rate of Bitcoin versus the United States Dollar. Fifteen of the most popular parametric distributions in finance are fitted to the logreturns. The generalized hyperbolic distribution is shown to give the best fit. Predictions are given for future values of the exchange rate.