The Uncertainty of Machine Learning Predictions in Asset Pricing

Yuan Liao, Xinjie Ma, Andreas Neuhierl +1

Machine learning in asset pricing typically predicts expected returns as point estimates, ignoring uncertainty. We develop new methods to construct forecast confidence intervals fo…