Stéphane Bouka

Spatial Functional $k$-Nearest-Neighbour Regression under Polynomial Dependence

This paper investigates non-parametric regression estimation when the explanatory variable takes values in a separable Hilbert space and observations are sampled over an increasing regular spatial lattice. Under a rigorous field-to-field independence setup between covariates and errors, we explore the structural and as...