Adaptive Bayesian estimation using a Gaussian random field with inverse Gamma bandwidth

A. W. van der Vaart, J. H. van Zanten

We consider nonparametric Bayesian estimation inference using a rescaled smooth Gaussian field as a prior for a multidimensional function. The rescaling is achieved using a Gamma v…