Caleb Miles

Caleb Miles

Caleb Miles

Assistant Professor


722 W 168th St, RM 630
New York NY United States 10032
Website address: Email: Twitter: CV:


Dr. Caleb Miles works on developing semiparametric methods for causal inference and applying them to problems in public health. His applied work is largely in HIV/AIDS, psychiatry, anesthesiology, and urology. His current methodological research interests include causal inference, its intersection with machine learning, mediation analysis, interference, and measurement error.



PhD, 2015, Harvard University

Editorial Boards

Associate Editor, International Journal of Biostatistics

Areas of Expertise

Data Science, Longitudinal Studies, Missing Data, Predictive Modeling/Machine Learning, Research Design and Methods, HIV/AIDS, Schizophrenia

Select Publications

Miles, C.H., Shpitser, I., Kanki, P., Meloni, S., & Tchetgen Tchetgen, E.J. "On semiparametric estimation of a path-specific effect in the presence of mediator-outcome confounding." Biometrika: 107(1). 159-172, 2020.
Miles, C.H., Petersen, M., & van der Laan, M.J. "Causal inference when counterfactuals depend on the proportion of all subjects exposed." Biometrics: 75(3). 768-777, 2019.
Miles, C.H., Schwartz, J., & Tchetgen Tchetgen, E.J. "A class of semiparametric tests of treatment effect robust to confounder measurement error." Statistics in Medicine: 37(24). 3403-3416, 2018.
Miles, C.H., Shpitser, I., Kanki, P., Meloni, S., & Tchetgen Tchetgen, E.J. "Quantifying an adherence path-specific effect of antiretroviral therapy in the Nigeria PEPFAR program." Journal of the American Statistical Association: 112(520). 1443-1452, 2017.
Miles, C.H., Kanki, P., Meloni, S., & Tchetgen Tchetgen, E.J. "On partial identification of the natural indirect effect." Journal of Causal Inference: 5(2). 2017.

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