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...

We provide an extreme value analysis of the returns of Bitcoin. A particular focus is on the tail risk characteristics and we will provide an in-depth univariate extreme value analysis. Those properties will be compared to the traditional exchange rates of the G10 currencies versus the US...

A five cent $0.05 investment in Bitcoin on July 17, 2010, the first date in which there appears to have been a published value had grown to $7,383.39 on July 18, 2018. While Bitcoin as a currency has existed for less than a decade ̶ it had a very limited liquidity and usage during the first few...

Can competing stablecoins produce efficient and stable outcomes? We study competition among stablecoins pegged to a stable currency. They are backed by interest-bearing safe assets and can be redeemed with the issuer or traded in a secondary market. If an issuer sticks to an appropriate...

With the exception of Bitcoin, there appears to be little or no literature on GARCH modeling of cryptocurrencies. This paper provides the first GARCH modeling of the seven most popular cryptocurrencies. Twelve GARCH models are fitted to each cryptocurrency and their fits are assessed in terms of...

[NOTE: This paper was written in late 2014 and early 2015. It is relevant given the continued movement of Bitcoin toward the mainstream, exemplified by El Salvador's adoption of Bitcoin as legal tender in June 2021.]After a slow beginning in 2009, the digital currency Bitcoin has edged closer to...

This paper studies a stylized economy in which the central bank can hold either treasuries or risky securities against central bank digital currency (CBDC) deposits. The key mechanism driving the results is the reduction in bank deposits that follows the introduction of a CBDC and its impact on...

I will address eight common claims about bitcoin: 1. Physical bitcoins exist; 2. The founder of bitcoin is a person called Satoshi Nakamoto; 3. Bitcoin is mainly used for criminal activity; 4. A lack of security plagues bitcoin; 5. Mining is a waste of energy; 6. Bitcoin too small today to be an...

We discuss the payment habits of Canadians both in the current payment environment and in a hypothetical cashless environment. We also consider whether a central bank digital currency (CBDC) would address unmet payment needs in a cashless society. Most adult Canadians do not experience gaps in...

Bitcoin blockchain possesses immense potential for future opportunities, well beyond its current use in financial services underpinning cryptocurrencies, i.e. replacing traditional trusted third parties with trusted machines. Despite over a decade has passed since Nakamoto Satoshi launched...