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This lecture covers the concepts of copulas, rank correlations, and coefficients of tail dependence. It explains how different copulas can lead to the same rank correlation and how tail dependence measures extremal dependence. The lecture also delves into the coefficients of upper and lower tail dependence, providing insights into their significance and implications in risk management.