Jakob A. Dambon | DeepAI

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Reinhard Furrer
20 publications
Fabio Sigrist
9 publications

research

∙ 06/04/2021

varycoef: An R Package for Gaussian Process-based Spatially Varying Coefficient Models

Gaussian processes (GPs) are well-known tools for modeling dependent dat...

0 Jakob A. Dambon, et al. ∙

research

∙ 01/06/2021

Joint Variable Selection of both Fixed and Random Effects for Gaussian Process-based Spatially Varying Coefficient Models

Spatially varying coefficient (SVC) models are a type of regression mode...

0 Jakob A. Dambon, et al. ∙

research

∙ 01/22/2020

Maximum Likelihood Estimation of Spatially Varying Coefficient Models for Large Data with an Application to Real Estate Price Prediction

In regression models for spatial data, it is often assumed that the marg...

0 Jakob A. Dambon, et al. ∙