Semiparametric regression for spatial data via deep learning

K Li, J Zhu, AR Ives, VC Radeloff, F Wang - Spatial Statistics, 2023 - Elsevier
In this work, we propose a deep learning-based method to perform semiparametric
regression analysis for spatially dependent data. To be specific, we use a sparsely …

[PDF][PDF] Research Interests and CV

AR Ives - 2025 - ives.labs.wisc.edu
My general areas of research are community ecology and population biology, with strong
extensions into evolution, phylogenetics, and more recently ecosystem ecology and remote …

[PDF][PDF] Spatial Statistics

G Li, R Haining, S Richardson, N Best - 2014 - silvis.forest.wisc.edu
abstract In this work, we propose a deep learning-based method to perform semiparametric
regression analysis for spatially dependent data. To be specific, we use a sparsely …