Uncertainty-Adjusted Sorting for Asset Pricing with Machine Learning

Yan Liu, Ye Luo, Zigan Wang +1

Machine learning is central to empirical asset pricing, but portfolio construction still relies on point predictions and largely ignores asset-specific estimation uncertainty. We p…