Asymptotic Analysis of Mixed Effects Models

<p>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 of asymptotic analysis of mixed effects models. </p><p></p><p>The monograph is suitable for researchers and graduate students who wish to learn about asymptotic tools and research problems in mixed effects models. It may also be used as a reference book for a graduate-level course on mixed effects models or asymptotic analysis.</p>