General Linear Models. An analysis-of-variance model can be written as a linear model, which is an equation that predicts the response as a linear function of parameters and design variables. In ...

What is a Generalized Linear Model? A traditional linear model is of the form where y i is the response variable for the i th observation. The quantity x i is a column vector of covariates, or ...

In these cases, Generalized Linear Models (GLM) are a more appropriate choice for analysis. This short course will introduce the concept, theory, and application of GLM. Moreover, we will discuss some ...

Course TopicsLinear models, generalized linear models, and nonlinear models are examples of parametric regression models because we know the function that describes the relationship between the ...