Causal Inference and Big Data Summer Institute

June 25 – June 28, 2018 Jordan Law Auditorium and Lobby Jordan Medical Education Center (JMEC) Smilow Center for Translational Research   8:15 am – 5:00 pm daily   Causal Day 1 (June 25) Potential outcomes; DAGs; propensity scores; matching; instrumental variables Causal Day 2 (June 26) Time-dependent confounding; static and dynamic treatment regimes; marginal structural models; mediation; targeted maximum likelihood Big Data Day 1  (June 27) Supervised and unsupervised learning; LASSO; random forest; applications in wearable device data Big Data Day 2  (June 28) Artificial intelligence; neural networks; deep learning; mobile health data; applications in biomedical sciences   Co-sponsored by the Center for Causal Inference and the Center for Statistical Methods in Big Data