HAI LIU, KUNG-SIK CHAN, Generalized Additive Models for Zero-Inflated Data with Partial Constraints, Scandinavian Journal of Statistics, Vol. 38, No. 4 (December 2011), pp. 650-665 ...

A general method for constructing low-rank tensor product smooths for use as components of generalized additive models or generalized additive mixed models is presented. A penalized regression ...

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, ...