Forecasting stock return distributions around the globe with quantile neural networks

Jozef Barunik, Martin Hronec, Ondrej Tobek

We propose a novel machine learning approach for forecasting the distribution of stock returns using a rich set of firm-level and market predictors. Our method combines a two-stage…