Power laws in firm size and openness to trade: Measurement and implications

►Estimates of the power law distribution of firm size are biased given trade. ►We show how this bias arises in a canonical heterogeneous firm model of trade. ►We suggest alternative estimators of the power law exponent that accounts for trade. ►The power law exponent among exporters is strictly lower than for non-exporting firms.