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Competing Risks: Alternatives
•Model informative censoring
•Model must be based on untestable assumptions
•Event free survival
•Like censoring deaths if competing risk hazard low
•Like censoring deaths if everyone gets cancer first
•Loss of power if truly noninformative censoring
•Wilcoxon like statistic
•Rank first on death times; break ties with cancer dx
•Like survival only if everyone dies
•Survival only
•Not really the question, especially if competing risk hazard is high