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stat.ME2022
Robust thin-plate splines for multivariate spatial smoothing
Ioannis Kalogridis
We propose a novel family of multivariate robust smoothers based on the thin-plate (Sobolev) penalty that is particularly suitable for the analysis of spatial data. The proposed fa…
stat.ME2022
Robust and efficient estimation of nonparametric generalized linear models
Ioannis Kalogridis, Gerda Claeskens, Stefan Van Aelst
Generalized linear models are flexible tools for the analysis of diverse datasets, but the classical formulation requires that the parametric component is correctly specified and t…