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This lecture covers the modeling of insurance risk, discussing the joint distribution of discrete and continuous random variables. Topics include the Poisson and Gamma distributions, modeling claim frequencies, and finding marginal and conditional distributions. The lecture also explores the Negative Binomial distribution and its properties, providing insights into the impact of accidents on insurance risk.