Adaptive density estimation based on a mixture of Gammas

Natalia Bochkina, Judith Rousseau

We consider the problem of Bayesian density estimation on the positive semiline for possibly unbounded densities. We propose a hierarchical Bayesian estimator based on the gamma mi…