Series ridge regression for spatial data on ${\mathbb{R}}^d$

Daisuke Kurisu, Yasumasa Matsuda

This paper develops a general asymptotic theory of series estimators for spatial data collected at irregularly spaced locations within a sampling region $R_n\subset {\mathbb{R}}^d$.…