The DAREC Library

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| DAREC

A Comparison of Cryptocurrency Volatility-benchmarking New and Mature Asset Classes

By Alessio Brini, Jimmie Lenz

The paper analyzes the cryptocurrency ecosystem at both the aggregate and individual levels to understand the factors that impact future volatility.

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| DAREC

Pricing cryptocurrency options with machine learning regression for handling market volatility

By Alessio Brini, Jimmie Lenz

The comparative analysis reveals that equity options are easier to price, clearly indicating inefficiencies in the cryptocurrency option market, which confirms the challenges in achieving accurate pricing.

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| DAREC

Deep reinforcement trading with predictable returns

By Alessio Brini

An original research of Duke University's DAREC (Digital Asset Research & Engineering Collaborative) published on Physica A: Statistical Mechanics and its Applications

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| DAREC

Assessing the resiliency of investors against cryptocurrency market crashes through the leverage effect

By Alessio Brini, Jimmie Lenz

By analyzing a large cross-section of cryptocurrencies, we document the absence of the leverage effect in this market.

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| American Banker

How the SEC threw a wrench in bank regulators’ crypto custody efforts

Featuring Jimmie Lenz

Duke's Jimmie Lenz provides insight into the consequences of a new US Securities & Exchange Commission (SEC) ruling into how institutions should treat digital assets they hold in custody.