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most citedSmart Gradient -- An Adaptive Technique for Improving Gradient Estimation

11 citations · 15 across the 7 of their papers we have counts for

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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…

stat.ME2022★ 4 cited

Approximate Bayesian Inference for the Interaction Types 1, 2, 3 and 4 with Application in Disease Mapping

Esmail Abdul Fattah, Haavard Rue

We address in this paper a new approach for fitting spatiotemporal models with application in disease mapping using the interaction types 1,2,3, and 4. When we account for the spat…