[Mark Schaffer]

No particular reason except that i.Country corresponds to a standard "fixed effects" panel data model applied to a cross-country dataset. As you say, the results should all be the same no matter what you partial out (as long as you are not using the CUE GMM estimator and you stick with IV or 2-step GMM).