Spatio-Temporal Autoregressions for High Dimensional Matrix-Valued Time Series

Baojun Dou, Jing He, Sudhir Tiwari +1

Motivated by predicting intraday trading volume curves, we consider two spatio-temporal autoregressive models for matrix time series, in which each column may represent daily tradi…