The minimax optimal convergence rate of posterior density in the weighted orthogonal polynomials

Yiqi Luo, Xue Luo

We investigate Bayesian nonparametric density estimation via orthogonal polynomial expansions in weighted Sobolev spaces. A core challenge is establishing minimax optimal posterior…