2 papers
cs.LG2026
Aligning Validation with Deployment in Spatial Prediction: Target-Weighted Cross-Validation
Alexander Brenning, Thomas Suesse
Reliable estimation of predictive performance is essential for spatial environmental modeling, where machine-learning models are used to generate maps from unevenly distributed obs…
stat.ME2025
Bayesian Inference for Non-Gaussian Simultaneous Autoregressive Models with Missing Data
Anjana Wijayawardhana, David Gunawan, Thomas Suesse
Standard simultaneous autoregressive (SAR) models typically assume normally distributed errors, an assumption often violated in real-world datasets that frequently exhibit non-norm…