Lecture
Optimal Treatment Regimes: Instrumental Variable Approaches
Description
This lecture explores instrumental variable approaches for individualized treatment regimes, focusing on precision medicine and personalized recommendations in various fields. It covers the estimation of optimal treatment regimes, identification conditions, indirect methods, and multiply robust classification-based estimators. The instructor discusses complier optimal treatment regimes, individualized decision-making, and future directions in policy improvement and high-dimensional data analysis.
Official source
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