Vector autoregressive-based Granger causality test in the presence of instabilities

By Barbara Rossi, Yiru Wang. 2019

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In this article, we review Granger causality tests that are robust to the presence of instabilities in a vector autoregressive framework. We also introduce the gcrobustvar command, which illustrates the procedure in Stata. In the presence of instabilities, the Granger causality robust test is more powerful than the traditional Granger causality test.

Subfields: Economics and Econometrics, Finance

View Paper: https://www.semanticscholar.org/paper/c55110cb7acfcfdeff1246e09ad3053ed58a7a70