Large sample techniques are fundamental to all fields of statistics. Mixed effects models, including linear mixed models, generalized linear mixed models, non-linear mixed effects models, and non-parametric mixed effects models are complex models, yet, these models are extensively used in practice. This monograph provides a comprehensive account
Large sample techniques are fundamental to all fields of statistics. Mixed effects models, including linear mixed models, generalized linear mixed models, non-linear mixed effects models, and non-parametric mixed effects models are complex models, yet, these models are extensively used in practice. This monograph provides a comprehensive account
Jiming Jiang, University of California, Davis, USA
Inhaltsangabe
Introduction Asymptotic Analysis of Linear Mixed Models Asymptotic Analysis of Generalized Linear Mixed Models Small Area Estimation Asymptotic Analysis in OtherMixed Effects Models Bibliography Index
Introduction Asymptotic Analysis of Linear Mixed Models Asymptotic Analysis of Generalized Linear Mixed Models Small Area Estimation Asymptotic Analysis in OtherMixed Effects Models Bibliography Index
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