TITLE:
Bayesian Analysis of Simple Random Densities
AUTHORS:
Paulo C. Marques F., Carlos A. de B. Pereira
KEYWORDS:
Bayesian Nonparametrics, Bayesian Density Estimation, Random Densities, Random Partitions, Stochastic Simulations, Smoothing
JOURNAL NAME:
Open Journal of Statistics,
Vol.4 No.5,
August
15,
2014
ABSTRACT:
A tractable
nonparametric prior over densities is introduced which is closed under sampling
and exhibits proper posterior asymptotics.