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.

Introduction
Natural Exponential Family
Binomial Distributions
Generalised Linear Model