Built upon the ubiquitous Fourier transform, these mathematical tools allow unprecedented analysis of continuous signals.

We propose a Bayesian hierarchical wavelet methodology for nonparametric regression based on nonlocal priors. Our methodology assumes for the wavelet coefficients a prior that is a mixture of a point ...