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Dynamic Treatment Effects under Functional Longitudinal Studies
Andrew Ying
Establishing causality is a fundamental goal in fields like medicine and social sciences. While randomized controlled trials are the gold standard for causal inference, they are no…
math.ST2024
Deepening the Understanding of Double Robustness Geometrically
Andrew Ying
Double robustness (DR) is a widely-used property of estimators that provides protection against model misspecification and slow convergence of nuisance functions. Despite its wides…