Models for discrete longitudinal data (Book, 2006) []
skip to content
New coming soon
Models for discrete longitudinal data

Models for discrete longitudinal data

Author: Geert Molenberghs; Geert Verbeke
Publisher: New York : Springer, ©2006.
Series: Springer series in statistics.
Edition/Format:   Print book : EnglishView all editions and formats

The linear mixed model has become the main parametric tool for the analysis of continuous longitudinal data, as the authors discussed in their 2000 book.

More like this

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...


Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Geert Molenberghs; Geert Verbeke
ISBN: 0387251448 9780387251448
OCLC Number: 547795141
Description: xxii, 683 pages : illustrations ; 24 cm
Contents: Introduction --
Motivating studies --
Generalized linear models --
Linear mixed models for Gaussian longitudinal data --
Model families --
The strength of marginal models --
Likelihood-based marginal models --
Generalized estimating equations --
Pseudo-likelihood --
Fitting marginal models with SAS --
Conditional models --
Pseudo-likehood --
From subject-specific to random-effects models --
The generalized linear mixed model (GLMM) --
Fitting generalized linear mixed models with SAS --
Marginal versus random-effects models. The analgesic trial --
Ordinal data --
The epilepsy data --
Non-linear models --
Pseudo-likelihood for a hierarchical model --
Random-effects models with serial correlation --
Non-Gaussian random effects --
Joint continuous and discrete responses --
High-dimensional joint models --
Missing data concepts --
Simple methods, direct likelihood, and WGEE --
Multiple imputation and the EM algorithm --
Selection models --
Pattern-mixture models --
Sensitivity analysis --
Incomplete data and SAS.
Series Title: Springer series in statistics.
Responsibility: Geert Molenberghs, Geert Verbeke.
More information:


Editorial reviews

Publisher Synopsis

From the reviews:"Strengths of this book include its breadth of topics, excellent organization and clarity of writing...I highly recommend this book to my colleagues and students." -Justine Shults Read more...

Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.