Evaluating model specification when using the parametric g-formula in the presence of censoring.
Chiu YH, Wen L, McGrath S, Logan R, Dahabreh IJ, Hernán MA.
Am J Epidemiol. 2023 Jun 20. PMID: 37338985
I am a research fellow at the Harvard Epidemiology department. Prior to my postdoctoral training, I graduated from Cambridge University with a degree in Biostatistics. My primary areas of research to date has been on the development and application of statistical methods in causal inference and the analysis of observational studies where complications can arise due to model misspecification, time-varying confounding and censoring. I have a strong interest in modern causal inference methods (e.g. doubly and multiply robust estimators) that allow machine learning algorithms to be used to weaken parametric modelling assumptions.
Chiu YH, Wen L, McGrath S, Logan R, Dahabreh IJ, Hernán MA.
Am J Epidemiol. 2023 Jun 20. PMID: 37338985
Sewak A, Lodi S, Li X, Shu D, Wen L, Mayer KH, Krakower DS, Young JG, Marcus JL.
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