Generalized Linear Models: A Statistical View of Data
This article explores the concept of Generalized Linear Models. We present in this post John Nelder's theory, which informs us that behind many regression and classification problems there lies a common framework. We will explore the commonalities between many different problems, including linear regression, logistic regression, and Poisson regression.