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This lecture covers the 'What if' method as a complement to HAZOP, Fault Tree Analysis (FTA) as a deductive approach to adverse events, Event Tree Analysis (ETA) for risk assessment, and dynamic methods like Petri networks and Markov chains. It also discusses Bayesian networks and managing uncertainty in risk analysis.