Linear and Generalized Linear Mixed Models and Their Applications

Linear and Generalized Linear Mixed Models and Their Applications
Author :
Publisher : Springer Science & Business Media
Total Pages : 269
Release :
ISBN-10 : 9780387479460
ISBN-13 : 0387479465
Rating : 4/5 (465 Downloads)

Book Synopsis Linear and Generalized Linear Mixed Models and Their Applications by : Jiming Jiang

Download or read book Linear and Generalized Linear Mixed Models and Their Applications written by Jiming Jiang and published by Springer Science & Business Media. This book was released on 2007-05-30 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models. It presents an up-to-date account of theory and methods in analysis of these models as well as their applications in various fields. The book offers a systematic approach to inference about non-Gaussian linear mixed models. Furthermore, it includes recently developed methods, such as mixed model diagnostics, mixed model selection, and jackknife method in the context of mixed models. The book is aimed at students, researchers and other practitioners who are interested in using mixed models for statistical data analysis.


Linear and Generalized Linear Mixed Models and Their Applications Related Books

Linear and Generalized Linear Mixed Models and Their Applications
Language: en
Pages: 269
Authors: Jiming Jiang
Categories: Mathematics
Type: BOOK - Published: 2007-05-30 - Publisher: Springer Science & Business Media

GET EBOOK

This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models. It presents an up-to-date account of theory
Generalized Linear Mixed Models
Language: en
Pages: 547
Authors: Walter W. Stroup
Categories: Mathematics
Type: BOOK - Published: 2016-04-19 - Publisher: CRC Press

GET EBOOK

With numerous examples using SAS PROC GLIMMIX, this text presents an introduction to linear modeling using the generalized linear mixed model as an overarching
Generalized Linear Mixed Models
Language: en
Pages: 100
Authors: Charles E. McCulloch
Categories: Mathematics
Type: BOOK - Published: 2003 - Publisher: IMS

GET EBOOK

Wiley Series in Probability and Statistics A modern perspective on mixed models The availability of powerful computing methods in recent decades has thrust line
Mixed Models
Language: en
Pages: 768
Authors: Eugene Demidenko
Categories: Mathematics
Type: BOOK - Published: 2013-08-05 - Publisher: John Wiley & Sons

GET EBOOK

Praise for the First Edition “This book will serve to greatly complement the growing number of texts dealing with mixed models, and I highly recommend includi
Linear Models with R
Language: en
Pages: 284
Authors: Julian J. Faraway
Categories: Mathematics
Type: BOOK - Published: 2016-04-19 - Publisher: CRC Press

GET EBOOK

A Hands-On Way to Learning Data AnalysisPart of the core of statistics, linear models are used to make predictions and explain the relationship between the resp