Find the prior rather than recalling it

Start only with the likelihood kernel (\sigma^2)^{-n/2}\exp\{-S/(2\sigma^2)\}. Test exponential, \chi^2, and Gamma candidates against its support and algebra. Show why a Gamma prior for 1/\sigma^2, rather than for \sigma^2, produces conjugacy.

This exercise has no worked answer.