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, ...

Liang & Zeger (1986) introduced a generalised estimating equations approach based on a `working' correlation matrix to obtain consistent and efficient estimators of regression parameters in the class ...

In regression problems alternative criteria of "best fit" to least squares are least absolute deviations and least maximum deviations. In this paper it is noted that linear programming techniques may ...