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Residual autocorrelation in Bayesian VAR

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Hi guys,

I conduct Bayesian VAR model to make conditional forecast. However, VAR Residual Portmanteau Tests for Autocorrelations shows that the residuals is correlated.
I tried to add more variables and change the lag order, but it doesn't work.
Can you please tell me how to overcome this problem?                 
Many thanks in advance.



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