Asymptotic Analysis of Mixed Effects Models: Theory, Applications, and Open Problems

ISBN-13: 9781032096773 / Angielski / Miękka / 2021 / 272 str.

Jiming Jiang

Opis

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

Spis treści

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

O autorze

Jiming Jiang, University of California, Davis, USA