Elena Erosheva

Applications in Social Sciences
Data Analytics
Statistical Methodology

My research focuses on developing statistical methodology for multivariate data in the social, health, and behavioral sciences. In particularly, I am interested in the development and application of statistical models that allow researchers to capture population heterogeneity; such models are known as mixture or latent variable or random effects models, depending on the field, and include mixed membership, latent Dirichlet allocation, and hierarchical models as examples.

Please see my web page for information about ongoing and recently completed projects.