Figure 5.

First four statistical moments of the estimated income distributions as a function of city size. The texts in each panel display the scaling exponent, β, obtained from ordinary least squares and in the bracket, corresponding 95% confidence intervals. The dashed lines represent quantile regression results from 10%, 50% and 90% percentiles (see electronic supplementary material, table S3 for quantile estimates of β).