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So I asked on reddit, and got this answer from Rasseren : The integration order of the endogenous variables is most often used to ensure reasonable stability (all eigenvalues of the companion form <1 in modulus) of the process; remember stability implies covariance stationarity in theory. There is nothing, except maybe the underlying theoretical model e.g....

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