This course covers distributions of the size and frequency of insurance claims. Topics include empirical estimation, parametric estimation, Bayesian estimation, models for incomplete data, and evaluation of estimation processes. It also includes modeling problems that arise from truncation and modification at zero, compound frequency, as well as the interaction of frequency with severity and exposure. The course emphasizes applications of statistical principles in actuarial models and modeling.