Rank and Factor Loadings Estimation in Time Series Tensor Factor Model by Pre-averaging

Weilin Chen, Clifford Lam

Tensor time series data appears naturally in a lot of fields, including finance and economics. As a major dimension reduction tool, similar to its factor model counterpart, the idi…