3 papers
stat.ME2025
Representative dietary behavior patterns and associations with cardiometabolic outcomes in Puerto Rico using a Bayesian latent class analysis for non-probability samples
Stephanie M. Wu, Abrania Marrero, Matthew R. Williams +4
There is limited understanding of how dietary behaviors cluster together and influence cardiometabolic health at a population level in Puerto Rico. Data availability is scarce, par…
stat.AP2024
A Bayesian Mixture Model Approach to Examining Neighborhood Social Determinants of Health Disparities in Endometrial Cancer Care in Massachusetts
Carmen B. Rodríguez, Stephanie M. Wu, Stephanie Alimena +2
Many studies have examined social determinants of health (SDoH) independently, overlooking their interconnected nature. Our study uses a multidimensional approach to construct a ne…
stat.CO2023
ddtlcm: An R package for overcoming weak separation in Bayesian latent class analysis via tree-regularization
Mengbing Li, Bolin Wu, Briana Stephenson +1
Traditional applications of latent class models (LCMs) often focus on scenarios where a set of unobserved classes are well-defined and easily distinguishable. However, in numerous…