Estimation for ultra-high dimensional factor model: a pivotal variable detection based approach

Junlong Zhao, Hongyu Zhao, Lixing Zhu

For factor model, the involved covariance matrix often has no row sparse structure because the common factors may lead some variables to strongly associate with many others. Under…