3 papers
stat.ME2026
Estimating Negative Income Distributions via Data Fusion with Vine Copula-based Imputation
Sithara Wijekoon, Helen Thompson, Summer Wang +1
Imputation-based data fusion combines datasets by imputing missing variables in one dataset using information from the other. The validity of imputation-based data fusion relies on…
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…