Dynamic density estimation with diffusive Dirichlet mixtures

Ramsés H. Mena, Matteo Ruggiero

We introduce a new class of nonparametric prior distributions on the space of continuously varying densities, induced by Dirichlet process mixtures which diffuse in time. These sel…