Past exam of the mathematics course of the University of Cambridge / 2013 / iii / Paper 34 / 2 / e / Solution

The normalized log-uniform distribution here has density $1/(x\log 10)$. A leading digit $i$ corresponds to $i\le X<i+1$, soThese are exactly the Benford law probabilities. Continuous densities make endpoint conventions immaterial.