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