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stat.CO2023
INLA+ -- Approximate Bayesian inference for non-sparse models using HPC
Esmail Abdul-Fattah, Janet Van Niekerk, Haavard Rue
The integrated nested Laplace approximations (INLA) method has become a widely utilized tool for researchers and practitioners seeking to perform approximate Bayesian inference acr…
stat.ME2023
Non-stationary Bayesian Spatial Model for Disease Mapping based on Sub-regions
Esmail Abdul Fattah, Elias Krainski, Janet van Niekerk +1
This paper aims to extend the Besag model, a widely used Bayesian spatial model in disease mapping, to a non-stationary spatial model for irregular lattice-type data. The goal is t…