 For the inverse Chi squared distribution, with arbitrary formula_66 degrees of freedom, the pdf is

the mean and variance of which are formula_68 respectively.These two parameters are matched to the corresponding inverse Wishart diagonal moments when formula_69 and hence the diagonal element marginal pdf of formula_64 becomes