Generalized Principal Component Analysis for Large-dimensional Matrix Factor Model

Yong He, Yujie Hou, Haixia Liu +1

Matrix factor models have been growing popular dimension reduction tools for large-dimensional matrix time series. However, the heteroscedasticity of the idiosyncratic components h…