A simulation study compares four causal methods for binary treatment and outcome and delivers a selection handbook tested on two real medical datasets.
Using Big Data to Emulate a Target Trial when a Randomized Trial is not Available.American Journal of Epidemiology.2016;183(8):758–764
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Toward a practical handbook for choosing among causal inference methods in non-randomized studies with binary outcomes: A simulation study for applied researchers
A simulation study compares four causal methods for binary treatment and outcome and delivers a selection handbook tested on two real medical datasets.