Targeted maximum likelihood estimation for psychological research: From causal identification to statistical inference.
Causal questions have long been central to psychological research, particularly in randomized experiments, while formal causal-inference methods are increasingly being applied to observational and quasi-experimental data. Common outcome-regression and propensity-score approaches can be sensitive to nuisance-model missp...