In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...

The model simulated is The following statements plot the simulated time series Y. A linear regression trend ... series a second time using the regression interpolation feature of the SYMBOL statement.

Model building via linear regression models. Method of least squares, theory and practice. Checking for adequacy of a model, examination of residuals, checking outliers. Practical hand on experience ...