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Consider a competing risk set up with two risks and the latent failures given by X and Y. Statistical analysis of this model has been done under three different independence assumptions – independence of X and Y, independence of T=min (X,Y), and δ=I(X<Y) and independence between X and δ. We discuss examples where these independence arise and also the relationship between the three.
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