Beta distribution ($\mathrm{Beta}(\alpha ,\beta )$)

The beta distribution on $[0,1]$ has density proportional to $x^{\alpha -1}(1-x{)}^{\beta -1}$ and mean $\alpha /(\alpha +\beta )$.