The Canadian Journal of Statistics / La Revue Canadienne de Statistique, Vol. 30, No. 2 (Jun., 2002), pp. 285-300 (16 pages) The authors consider the problem of simple linear regression when the ...

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 paper reviews three basic methods of non-linear least squares estimation and the best known modifications to the popular Gauss-Newton procedure. With regard to the Gauss-Newton procedure the ...