Recent Research Highlights
With the emergence of biomedical big data,
apply machine learning methods to predict, as well as develop statistical inference, for complex data type such as competing risks of cancer versus non-cancer mortality, in the presence of high dimensional covariates.
causal inference methodology using propensity scores, instrumental variables, principal stratification, mediation or path specific analysis, for complex data type such as in the above, or for rare events in pregnancy safety data.