If one  of my variables is an index variable, then can I perform granger causality test ( time series or panel )?  If the index variable is the main independent variable, can I perform the causality test?

Very often, the coefficient of differenced variable represents short-run coefficient. If the variable is an index variable,  can we use  the 1st or 2nd- differenced of that variable? 

Some studies put the index variable as exogenous. If so, then how can we use the index variable as endogenous?   

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