A Causal Perspective of Stock Prediction Models

Songci Xu, Qiangqiang Cheng, Chi-Guhn Lee

In the realm of stock prediction, machine learning models encounter considerable obstacles due to the inherent low signal-to-noise ratio and the nonstationary nature of financial m…