Bayesian Dynamic Factor Models for High-Dimensional Matrix-Valued Time Series

Joshua C. C. Chan, Wei Zhang

We introduce a class of Bayesian dynamic factor models for matrix-valued time series, with autoregressive factor dynamics and idiosyncratic components that allow stochastic volatil…