Split-and-Conquer: Distributed Factor Modeling for High-Dimensional Matrix-Variate Time Series

Hangjin Jiang, Yuzhou Li, Zhaoxing Gao

In this paper, we propose a distributed framework for reducing the dimensionality of high-dimensional, large-scale, heterogeneous matrix-variate time series data using a factor mod…