Reliability-Based Tail Estimation

In reliability analysis a probabilistic model has two components. One is the mathematical description of its properties; this is part of probability theory. The other one is the description of its relation with reality, i.e. the data and the observations; this is part of statistical inference. Most research up to this date has focused on the problem of the mathematical description of the model, while the second aspect has been somewhat neglected.