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stat.ME2025★ 1 cited
A Bayesian Geoadditive Model for Spatial Disaggregation
Sara Rutten, Thomas Neyens, Elisa Duarte +1
We present a novel Bayesian spatial disaggregation model for count data, providing fast and flexible inference at high resolution. First, it incorporates non-linear covariate effec…
stat.ME2025
Distributed lag non-linear models with Laplacian-P-splines for analysis of spatially structured time series
Sara Rutten, Bryan Sumalinab, Oswaldo Gressani +4
Distributed lag non-linear models (DLNM) have gained popularity for modeling nonlinear lagged relationships between exposures and outcomes. When applied to spatially referenced dat…