This article summarizes our views on the role of an "aggregation bias" in explaining the PPP Puzzle, in response to the … counter-examples which are not empirically relevant; (ii) simulation results minimizing the extent of "aggregation bias"; (iii … corrections. We conclude, as in our original paper, that "aggregation bias" goes a long way towards explaining the PPP puzzle …