I am a PhD student in the Department of Biostatistics, School of Public Health, University of Michigan. My research interests are in causal inference, and randomized clinical trials.
Identification of causal effects can be challenging in observational studies due to presence of confounding and measurement error. Consequently, one would resort to working with proxies of underlying confounders (with error).