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What Should We Do?
•Cannot ignore
–These are our treatment successes
•Cannot just treat as binary (live/die) data:
–Potential time of follow-up (censoring time) differs across subjects due to time of study entry
•Confounding vs loss of precision
–(Censored data may also arise due to loss to follow-up, e.g., moved away)
–(Could figure out whether alive/dead at earliest censored observation, but this is inefficient and may not answer the question of interest)