On the penalized maximum likelihood estimation of high-dimensional approximate factor model

Shaoxin Wang, Hu Yang, Chaoli Yao

In this paper, we mainly focus on the penalized maximum likelihood estimation (MLE) of the high-dimensional approximate factor model. Since the current estimation procedure can not…