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Improved two-stage estimation to adjust for treatment switching in randomised trials: g-estimation to address time-dependent confounding

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In oncology trials, control group patients often switch onto the experimental treatment during follow-up, usually after disease progression. In this case, an intention-to-treat analysis will not address the policy question of interest - that of whether the new... ...