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Control arm augmentation and hierarchical modeling in time-to-event trials: advantages and pitfalls

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In clinical trials, it is often valuable to borrow information from external data sources. Unfortunately, when the external data are fully or partially incompatible with the current trial data, type I error rates can be highly inflated under traditional blanke... ...