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stat.ME2024
Visualisation for Exploratory Modelling Analysis of Bayesian Hierarchical Models
Oluwayomi Akinfenwa, Niamh Cahill, Catherine Hurley
When developing Bayesian hierarchical models, selecting the most appropriate hierarchical structure can be a challenging task, and visualisation remains an underutilised tool in th…
stat.AP2024
A Scalable Bayesian Spatiotemporal Model for Water Level Predictions using a Nearest Neighbor Gaussian Process Approach
Victor Hugo Nagahama, James Sweeney, Niamh Cahill
Obtaining accurate water level predictions are essential for water resource management and implementing flood mitigation strategies. Several data-driven models can be found in the…