Search Results for author: James West

Found 3 papers, 3 papers with code

Fear and Volatility in Digital Assets

1 code implementation29 Oct 2020 Faizaan Pervaiz, Christopher Goh, Ashley Pennington, Samuel Holt, James West, Shaun Ng

We show Bitcoin implied volatility on a 5 minute time horizon is modestly predictable from price, volatility momentum and alternative data including sentiment and engagement.

Deep Learning for Digital Asset Limit Order Books

1 code implementation3 Oct 2020 Rakshit Jha, Mattijs De Paepe, Samuel Holt, James West, Shaun Ng

This paper shows that temporal CNNs accurately predict bitcoin spot price movements from limit order book data.

Statistical Finance

A Decade of Evidence of Trend Following Investing in Cryptocurrencies

1 code implementation25 Sep 2020 Evans Rozario, Samuel Holt, James West, Shaun Ng

Cryptocurrency markets have many of the characteristics of 20th century commodities markets, making them an attractive candidate for trend following strategies.

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