Duration: 12h. 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 ...

N. E. Breslow, D. G. Clayton, Approximate Inference in Generalized Linear Mixed Models, Journal of the American Statistical Association, Vol. 88, No. 421 (Mar., 1993), pp. 9-25. Free online reading ...

Testing a low-dimensional null hypothesis against a high-dimensional alternative in a generalized linear model may lead to a test statistic that is a quadratic form in the residuals under the null ...

The new approach recognizes the discrete nature of ignition counts by using generalized linear and generalized linear mixed models for the first time in this type of application. It includes careful ...