On Independence Of Competing Risks

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 delta = I (X < Y) and independence between X and delta. We discuss examples where these independence arise and also the relationship between the three.