Estimating the Population Average Treatment Effect in Observational Studies with Choice-Based Sampling - Zhang, Zhiwei; Hu, Zonghui; Liu, Chunling (The international journal of biostatistics, 2019)
Keywords: causal inference; Computer Simulation; Data Interpretation, Statistical; double robustness; efficient influence function; Humans; Likelihood Functions; Machine Learning; Models, Statistical; Observational studies; Observational Studies as Topic - methods; Sample Size; semiparametric theory; super learner; semiparametric theory; double robustness; efficient influence function; causal inference; machine learning; super learner