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Publication date: 11/10/2021

Competing Cause Model

In a competing cause situation, the aggregated failure function can be written as follows:

Equation shown here

where Fi(x) is the cumulative failure distribution for the ith cause and k is the total number of causes. The function Fi(x) is cause-specific. It reflects the probability of failure due to cause i alone and does not account for other causes of failure.

An alternative formulation is defined as follows:

Equation shown here

where each Equation shown here is a monotone increasing function with values in the interval [0, 1]. The function Equation shown here is called a subdistribution. This form of the aggregated failure distribution is used to predict proportions of failures that are associated with individual causes, accounting for failure due to other causes.

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