The priors considered here are sums of terms of the form
where 
and 
with 
for 
and zero otherwise. The proportionality constant is set by normalization of 
.
It should be noted that a prior of the form above may be used to approximate any prior of several variables because the polynomials form a complete set of basis functions for function approximation.