Tail-Aware Density Forecasting of Locally Explosive Time Series: A Neural Network Approach

Elena Dumitrescu, Julien Peignon, Arthur Thomas

This paper proposes a Mixture Density Network specifically designed for forecasting time series that exhibit locally explosive behavior. By incorporating skewed t-distributions as…