ABSTRACT
The above two properties together easily yield an expression for the Bayes estimate. Being tail free, weak consistency is immediate for Polya trees.
Unlike the Dirichlet, by choosing the parameters carefully, a Polya tree can be made to sit on densities. Results like the following appear in Mauldin et al. (1992) and Schervish ( 1995).
