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?