4835. Causal Inference
3.00 credits
Prerequisites: STAT 3445 or instructor consent. Recommend Preparation: Experience with R. Not open for credit to students who have passed STAT 5095 when offered as "Casual Inference."
Grading Basis: Graded
Introduction to causal inference, the science of drawing conclusions about cause-and-effect relationships from data. Topics include potential outcomes, randomized trials, causal graphical models, observational studies, instrumental variables, mediation and interference.
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