This paper applies functional regression to precise geo-coded register data to measure productivity spillovers from high-skilled workers. We use a smoothing splines estimator to model the spatial distribution of high-skilled workers as continuous curves. Our rich panel data allows us to address...

This paper analyzes human capital externalities from high-skilled workers by applying functional regression to precise geocoded register data. Functional regression enables us to describe the concentration of high-skilled workers around workplaces as continuous curves and to efficiently estimate...

Economists generally assume, implicitly, that "the return to schooling" is invariant across local labor markets. We demonstrate that this outcome pertains if and only if preferences are homothetic - a special case that seems unlikely. Our theory predicts that returns to education will instead be...

This paper aims at disentangling the role played by different explanations on the urban wage premium along the wage distribution. We analyze the wage dynamics of migrants from lower to higher density areas in Italy, using quantile regressions and individual data. The results show that unskilled...

This paper aims at disentangling the role played by different explanations on the urban wage premium along the wage distribution. We analyze the wage dynamics of migrants from lower to higher density areas in Italy, using quantile regressions and individual data. The results show that unskilled...

Economics has been shown to be a relatively high earning college major, but geographic differences in earnings have been largely overlooked. This paper uses the American Community Survey to examine geographic differences in both absolute earnings and relative earnings for economic majors. We...