Nonparametric estimation of covariance functions by model selection

Jérémie Bigot, Rolando Biscay, Jean-Michel Loubes +1

We propose a model selection approach for covariance estimation of a multi-dimensional stochastic process. Under very general assumptions, observing i.i.d replications of the proce…