3 papers
stat.AP2023
Spatial Non-parametric Bayesian Clustered Coefficients
Wala Draidi Areed, Aiden Price, Helen Thompson +2
In the field of population health research, understanding the similarities between geographical areas and quantifying their shared effects on health outcomes is crucial. In this pa…
stat.ME2023
Bayesian Cluster Geographically Weighted Regression for Spatial Heterogeneous Data
Wala Draidi Areed, Aiden Price, Helen Thompson +3
Spatial statistical models are commonly used in geographical scenarios to ensure spatial variation is captured effectively. However, spatial models and cluster algorithms can be co…
stat.ML2023
Assessing the Spatial Structure of the Association between Attendance at Preschool and Childrens Developmental Vulnerabilities in Queensland Australia
wala Draidi Areed, Aiden Price, Kathryn Arnett +3
The research explores the influence of preschool attendance (one year before full-time school) on the development of children during their first year of school. Using data collecte…