Qiwei Yao

Spatio-temporal autoregressions for high dimensional matrix-valued time series

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 trading volume curve of one asset, and each row captures synchronized 5-minute volume intervals acrossmul...