Chen, Yi; Du, Kai; Wang, Shuyang; Wang, Zhe - 2021
We study how investors' use of machine learning methods affects corporate financial reporting decisions. Our model consists of a representative investor who employs a regularized regression (e.g., lasso) to infer value from earnings reports, along with a firm manager who may bias earnings...