Kullback Leibler property of kernel mixture priors in Bayesian density estimation

Yuefeng Wu, Subhashis Ghosal

Positivity of the prior probability of Kullback-Leibler neighborhood around the true density, commonly known as the Kullback-Leibler property, plays a fundamental role in posterior…