Generalised Linear Models: Introduction to Natural Exponential Family and Binomial Distributions

Generalised Linear Models: Introduction to Natural Exponential Family and Binomial Distributions

Explore the fundamentals of Generalised Linear Models in this 19-minute lecture, focusing on the Natural Exponential Family and its applications. Delve into the intricacies of Binomial Distributions and their role in statistical modeling. Gain a comprehensive understanding of the Generalised Linear Model framework, its components, and how it extends traditional linear regression techniques to accommodate various types of response variables.