A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes

Syed Ali Asad Rizvi, Stephen J. Roberts, Michael A. Osborne +1

In this paper we use Gaussian Process (GP) regression to propose a novel approach for predicting volatility of financial returns by forecasting the envelopes of the time series. We…