Probability -- Random processes -- Modeling in structural dynamics -- Physics based model examples -- Estimating statistical properties of structural response data -- Parameter estimation for structural systems -- Detecting damage-induced nonlinearity -- Damage identification -- Decision making in condition-based maintenance