My Research Interests
- dimension reduction in case-control studies
- high-dimensional data analysis and machine learning
- biostatistical consulting
- teaching statistics
Publications
- Hawke, Sam, Yue-En Ma, and Didong Li. ”Contrastive Dimension Reduction: When and How?” Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
- Hawke, Sam, Hengrui Luo, and Didong Li. ”Contrastive Inverse Regression for Dimension Reduction.” New England Journal of Statistics in Data Science, 2024.
- Ciccone, Emily J., Deanna R. Zhu, Annika K. Gunderson, Sam Hawke, Rawan Ajeen, Evans K. Lodge, Bonnie E. Shook-Sa et al. ”Magnitude and Durability of the Antibody Response to mRNA-Based Vaccination Among SARS-CoV-2 Seronegative and Seropositive Health Care Personnel.” In Open Forum Infectious Diseases. US: Oxford University Press, 2024.
- Boyce, Ross M., Enid Muhindo, Emmanuel Baguma, Rabbison Muhindo, Bwambale Shem, Ruthly François, Sam Hawke et al. ”Permethrin-Treated Baby Wraps for the Prevention of Malaria: Results of a Randomized Controlled Pilot Study in Rural Uganda.” Malaria Journal, 2022.