The paper derives Yule-Walker and Burg estimators for matrix autoregressive models and shows on synthetic data that they match VAR fit with far fewer parameters.
Autoregressive models for matrix‐valued time series
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Estimation methods of Matrix-valued AR model
The paper derives Yule-Walker and Burg estimators for matrix autoregressive models and shows on synthetic data that they match VAR fit with far fewer parameters.