Article ID Journal Published Year Pages File Type
5057651 Economics Letters 2017 4 Pages PDF
Abstract

•The market value of Bitcoin is currently estimated to be around $45 billion.•The Bitcoin market is highly speculative.•We study the ability of several GARCH models to explain the Bitcoin price volatility.•The optimal model in terms of goodness-of-fit to the data is the AR-CGARCH.

We explore the optimal conditional heteroskedasticity model with regards to goodness-of-fit to Bitcoin price data. It is found that the best model is the AR-CGARCH model, highlighting the significance of including both a short-run and a long-run component of the conditional variance.

Related Topics
Social Sciences and Humanities Economics, Econometrics and Finance Economics and Econometrics
Authors
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