High-Dimensional Matrix-Variate Diffusion Index Models for Time Series Forecasting

Zhiren Ma, Qian Zhao, Riquan Zhang +1

This paper proposes a novel diffusion-index model for forecasting when predictors are high-dimensional matrix-valued time series. We apply an $\alpha$-PCA method to extract low-dimensio…