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, ...

However, linear models cannot capture the valid nonlinear strategy as well as nonlinear models. One linear model and two nonlinear models performed as well as the overall average of a group of experts ...

PETER BÜHLMANN, Statistical significance in high-dimensional linear models, Bernoulli, Vol. 19, No. 4, Special Issue Commemorating the 300th anniversary of the publication of Ars Conjectandi by Jacob ...