Advanced Target Trial Emulation

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Beyond Simple TTE

Advanced TTE scenarios:

Scenario	Challenge	Solution
Grace periods	Treatment initiation flexibility	Clone-censor-weight
Treatment switching	Crossover during follow-up	Per-protocol with IPW
Sequential trials	Pooling across time points	Sequential trial emulation
Dynamic strategies	Treatment depends on response	G-methods

Each requires careful specification of the target trial protocol.

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