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neural network

Markets

Systematic Credit Trading using Recurrent Neural Networks

Download PDF Introduction In this article, we determine whether recurrent neural networks can unlock any meaningful predictive power from a given feature set in forecasting corporate bond returns – or if the data is too noisy to yield reliable predictions. We explore whether these forecasts can be leveraged into building Read more…

By BSIC, 3 months30 March 2025 ago
Markets Old Articles Quantitative Finance

If volatility be rough with you, be rough with volatility

Download as PDF The purpose of this special report is to introduce the emerging class of rough volatility models. Rough volatility is a relatively new concept originating from the empirical observation that log-volatility essentially behaves as a fractional Brownian motion at any reasonable timescale. While rough volatility is found to Read more…

By BSIC, 5 years5 April 2020 ago

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