Lecture
This lecture covers exponential family models, where various well-known distributions are unified under a general theory. It explains regular exponential families, canonical statistics, mean parameters, and cumulant-generating functions. The lecture also discusses the log moment-generating function, minimal sufficiency, and convexity properties.