Complex engineering structures are usually analyzed with finite element models (FEM) that are calibrated using monitoring data. To represent civil structures better with such models, different types of uncertainties such as those due to modeling and measurement should be incorporated. The uncertainties in the data collected by means of intermittent testing or monitoring, limitations of the m…