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Topics
Reproducing Kernel Hilbert Space
Tree-based Ensemble Models
Causal Inference Basics
Personalized Medicine
Reinforcement Learning
Syllabus
Causal Inference Basics
Topics and Objectives
Randomized trials, observational study and propensity score weighting
Treatment effect estimations and unobserved confounders