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stat.ME2025
Coherent Disaggregation and Uncertainty Quantification for Spatially Misaligned Data
Man Ho Suen, Mark Naylor, Finn Lindgren
Spatial misalignment arises when datasets are aggregated or collected at different spatial scales, leading to information loss. We develop a Bayesian disaggregation framework that…
stat.ME2024★ 4 cited
inlabru: software for fitting latent Gaussian models with non-linear predictors
Finn Lindgren, Fabian Bachl, Janine Illian +3
The integrated nested Laplace approximation (INLA) method has become a popular approach for computationally efficient approximate Bayesian computation. In particular, by leveraging…