Causal Inference

L.B. Balzer et al. A new approach to hierarchical data analysis: Targeted maximum likelihood estimation for the causal effect of a cluster-level exposure. Statistical Methods in Medical Research, OnlineFirst, 2018

L.B. Balzer. “All generalizations are dangerous, even this one.” - Alexandre Dumas [Commentary]. Epidemiology, 28(4):562–566, 2017.

L. Balzer, P. Staples, J. Onnela, and V. DeGruttola. Using network-based simulations to evaluate the effect of adding targeted PrEP to an ongoing treatment-as-prevention trial. Clinical Trials, Jan:1–10, 2017.

L. Balzer, M. Petersen, and M.J. van der Laan. Tutorial for causal inference. In P. Buhlmann, P. Drineas, M. Kane, and M. van der Laan, editors, Handbook of Big Data. Chapman & Hall/CRC, 2016.