Ship-Ship-Hooray! FREE 2-Day Air* on $25+ Details >
Applied Longitudinal Analysis

Applied Longitudinal Analysis - 04 edition

Applied Longitudinal Analysis - 04 edition

ISBN13: 9780471214878

ISBN10: 0471214876

Applied Longitudinal Analysis by Garrett Fitzmaurice, Nan Laird and James Ware - ISBN 9780471214878
Cover type: Hardback
Edition: 04
Copyright: 2004
Publisher: John Wiley & Sons, Inc.
Published: 2004
International: No
Applied Longitudinal Analysis by Garrett Fitzmaurice, Nan Laird and James Ware - ISBN 9780471214878

ISBN13: 9780471214878

ISBN10: 0471214876

Cover type: Hardback
Edition: 04

List price: $150.00

All of our used books are 100% hand-inspected and guaranteed! Happy you, happy us.

Ships directly from us
You Save $142.67 (95%)
$7.33

Well, that's no good. Unfortunately, this edition is currently out of stock. Please check back soon.

Other Editions of Applied Longitudinal Analysis

Summary

A rigorous, systematic presentation of modern longitudinal analysis Longitudinal studies, employing repeated measurement of subjects over time, play a prominent role in the health and medical sciences as well as in pharmaceutical studies. An important strategy in modern clinical research, they provide valuable insights into both the development and persistence of disease and those factors that can alter the course of disease development.

Written at a technical level suitable for researchers and graduate students, Applied Longitudinal Analysis provides a rigorous and comprehensive description of modern methods for analyzing longitudinal data. Focusing on General Linear and Mixed Effects Models for continuous responses, and extensions of Generalized Linear Models for discrete responses, the authors discuss in detail the relationships among these different models, including their underlying assumptions and relative merits. The book features:

  • A focus on practical applications, utilizing a wide range of examples drawn from real-world studies
  • Coverage of modern methods of regression analysis for correlated data
  • Analyses utilizing SAS(r)
  • Multiple exercises and "homework" problems for review

An accompanying Web site features twenty-five real data sets used throughout the text, in addition to programming statements and selected computer output for the examples.

Table of Contents

Table of Contents

PART I: INTRODUCTION TO LONGITUDINAL AND CLUSTERED DATA.

1. Longitudinal and Clustered Data.
2. Longitudinal Data: Basic Concepts.

PART II: LINEAR MODELS FOR LONGITUDINAL CONTINUOUS DATA.

3. Overview of Linear Models for Longitudinal Data.
4. Estimation and Statistical Inference.
5. Modelling the Mean: Analyzing Response Profiles.
6. Modelling the Mean: Parametric Curves.
7. Modelling the Covariance.
8. Linear Mixed Effects Models.
9. Residual Analyses and Diagnostics.

PART III: GENERALIZED LINEAR MODELS FOR LONGITUDINAL DATA.

10. Review of Generalized Linear Models.
11. Marginal Models: Generalized Estimating Equations (GEE).
12. Generalized Linear Mixed Effects Models.
13. Contrasting Marginal and Mixed Effects Models.

PART IV: ADVANCED TOPICS FOR LONGITUDINAL AND CLUSTERED DATA.

14. Missing Data and Dropout.
15. Some Aspects of the Design of Longitudinal Studies.
16. Repeated Measures and Related Designs.
17. Multilevel Models

Other Editions of Applied Longitudinal Analysis

Applied Longitudinal Analysis by Garrett M. Fitzmaurice - ISBN 9780470380277
Top Arrow

Top