Suppose running a VAR system featuring the central bank interest rate, inflation and GDP.
Start by estimating each equation by OLS. How should you interpret the OLS residuals to these equations?
Suppose inflation equation is estimated, then it means the OLS residuals mean that these are the shocks that only effect inflation and no other variable
Similarly for the other two equations.
Would appreciate if anyone could share their two cents?