Generalized Linear Models with Random Effects : Unified Analysis via H-likelihood, Second Edition (Paperback, 2 ed)

Preface to the first editionPrefaceIntroductionClassical likelihood theoryGenerlized linear modelsQuasi-likelihoodExtended likelihood inferencesNormal linear mixed modelsHierarchical GLMSHGLMs with structured dispersionCorrelated randoms effects for HGLMsSmoothingDouble HGLMsVariable Selection and Sparsity ModelsMultivariate and Missing Data AnalysisMultiple testingReferencesData indexAuthor indexSubject index