Data Science, Causal Inference, Statistics, Towards Data Science, Targeted Learning.
variables’ influence? Here I’ll introduce a state-of-art method targeted maximum likelihood estimation (TMLE). Targeted Learning is proposed by van der Laan & Rubin in 2006 [1] as an automated (as opposed to do-it-yourself) causal inference method. TMLE is used to analyze censored observational