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, ...

This article extends Spurrier's work in several directions. First, multiple linear regression models are considered and the design matrices are allowed to be different. Second, the predictor variables ...

We also extend the work to partially linear models when the reponse is related to some additional covariate. Statistica Sinica endeavors to meet the needs of statisticians faced with a rapidly ...