Generalized, Linear, and Mixed Models, 2nd Edition

A new chapter, "Departures from Assumptions", has been added.  Sections within the chapter include the following topics: omitted covariates, incorrect random effects distribution, correlation of covariates and random effects, and robust variance estimator, among others.

A second new chapter, "Models for Multivariate Responses" has also been added, and provides the following topical sections: shared random effects models, latent class models, and properties of models.

Numerous new examples have been added and existing examples have been updated.

The second edition has been completely updated and revised to reflect new developments in the field.