As mentioned in the “Model Validation: Goodness-of-Fit Test” the transition probabilities are estimated using data set 1 and the model is compared with the observations of data set 2. The validation process was used to test the hypothesis that the proposed model is able to forecast deterioration of superstructure. Hypothesis testing enables verification of whether the proposed probabilistic model is consistent with a set of observations..