Variable selection in social-environmental data: Sparse regression and tree ensemble machine learning approaches

Elizabeth Handorf, Yinuo Yin, Michael Slifker +1

Objective: Social-environmental data obtained from the U.S. Census is an important resource for understanding health disparities, but rarely is the full dataset utilized for analys…