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Explores the Capital Asset Pricing Model and the risk-return trade-off theory in financial economics, focusing on risk premiums and efficient portfolios.
Covers the risk-based seismic assessment using Swiss Standard SIA 269/8, emphasizing cost-effective interventions and evaluation of individual and collective risks.
Covers the role of models and data in statistical learning and optimization formulations, with examples of classification, regression, and density estimation problems.
