Pooled estimators vs. their heterogeneous counterparts in the context of dynamic demand for gasoline

This paper utilizes an international panel data set and a dynamic demand specification for gasoline to compare the performance of homogeneous and heterogeneous parameter estimators. In addition to comparing the plausibility of the various estimates, a forecast performance comparison is performed to examine differences in predictions over one-, five-, and ten-year horizons.