Dr. Mattie’s network science research interests include tie strength estimation and prediction for large-scale social networks and network data imputation. Dr. Mattie’s data science research interests include methods to limit algorithmic bias and studying the causes and potential pathways of improvement for health disparities.

Dr. Mattie is involved in the diversity and inclusion efforts of the Biostatistics department and enjoys mentoring students.