Gibrat's law for cities: uniformly most powerful unbiased test of the Pareto against the lognormal

Y. Malevergne, V. Pisarenko, D. Sornette

We address the general problem of testing a power law distribution versus a log-normal distribution in statistical data. This general problem is illustrated on the distribution of…