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Summary. Typical oncology practice often includes not only an initial front‐line treatment but also subsequent treatments given if the initial treatment fails. The physician chooses a treatment at each stage based on the patient's baseline covariates and history of previous treatments and outcomes. Such sequentially adaptive medical decision‐making processes are known as dynamic treatment regimes,...
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