A direct estimation of high dimensional stationary vector autoregressions

HanFang, LuHuanran, LiuHan · Journal of Machine Learning Research · 2015

The vector autoregressive (VAR) model is a powerful tool in learning complex time series and has been exploited in many fields. The VAR model poses some unique challenges to researchers: On one han...

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