Testing the number of common factors by bootstrapped sample covariance matrix in high-dimensional factor models

Long Yu, Peng Zhao, Wang Zhou

This paper studies the impact of bootstrap procedure on the eigenvalue distributions of the sample covariance matrix under a high-dimensional factor structure. We provide asymptoti…