名称：Correlated Data Analysis: Modeling, Analytics, and Applications, 2007

大小：353页(2.9M)。

格式：PDF

Front Matter I-XV

Introduction and Examples 1-21

Dispersion Models 23-53

Inference Functions 55-71

Modeling Correlated Data 73-85

Marginal Generalized Linear Models 87-120

Vector Generalized Linear Models 121-155

Mixed-Effects Models: Likelihood-Based Inference 157-194

Mixed-Effects Models: Bayesian Inference 195-215

Linear Predictors 217-226

Generalized State Space Models 227-237

Generalized State Space Models for Longitudinal Binomial Data 239-260

Generalized State Space Models for Longitudinal Count Data 261-290

Missing Data in Longitudinal Studies 291-328

Back Matter 329-346