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

Elena Dumitrescu, Julien Peignon, Arthur Thomas

Mixed causal--noncausal (anticipative) models capture locally explosive dynamics and provide economically meaningful probabilities of continuation and collapse, but forecasting wit…