Scale family ($p(y\mid \sigma )={\sigma }^{-1}f(y/\sigma )$)

A scale family rescales a fixed distribution by a positive parameter. The standardized variable $Y/\sigma$ has density $f$, independent of $\sigma$. This simplifies moments, simulations and the Jeffreys prior for a scale parameter.