Proposes a doubly robust instrumental variable estimator for treatment effects under informative switching using baseline treatment as instrument and cross-fitting with machine learning.
and Tsiatis, Anastasios A
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An Instrumental Variable Approach to Account for Informative Treatment Switching in Real-world Evidence
Proposes a doubly robust instrumental variable estimator for treatment effects under informative switching using baseline treatment as instrument and cross-fitting with machine learning.