Modeling intraindividual variability with repeated measures data : methods and applications / edited by D.S. Moskowitz, Scott L. Hershberger.

Format:

Book

Contributor:

Moskowitz, Debbie S.

Hershberger, Scott L.

American Psychological Association. Convention (1997)

Series:

Multivariate applications book series.

Multivariate applications book series

Language:

English

Subjects (All):

Psychometrics--Congresses.

Psychometrics.

Physical Description:

1 online resource (293 p.)

Edition:

1st edition

Place of Publication:

Mahwah, N.J. : L. Erlbaum Associates, 2002.

Language Note:

English

System Details:

text file

Summary:

<P>This book examines how individuals behave across time and to what degree that behavior changes, fluctuates, or remains stable.</P><P>It features the most current methods on modeling repeated measures data as reported by a distinguished group of experts in the field. The goal is to make the latest techniques used to assess intraindividual variability accessible to a wide range of researchers. Each chapter is written in a ""user-friendly"" style such that even the ""novice"" data analyst can easily apply the techniques.</P><P>Each chapter features:</P><UL><LI>a minimum discussion of mathemati

Contents:

Cover; Modeling Intraindividual Variability with Repeated Measures Data: Methods and Applications; Copyright; List of Contributors; Contents; Preface; Chapter 1 Traditional Methods for Estimating Multilevel Models; Chapter 2 Alternative Covariance Structures for Polynomial Models of Individual Growth and Change; Chapter 3 Structural Equation Modeling of Repeated Measures Data: Latent Curve Analysis; Chapter 4 Multilevel Modeling of Longitudinal and Functional Data; Chapter 5 Analysis of Repeated Measures Designs with Linear Mixed Models

Chapter 6 Fitting Individual Growth Models Using SAS PROC MIXEDChapter 7 Multilevel Modeling of Longitudinal and Functional Data; Chapter 8 Times Series Regressions; Chapter 9 Dynamic Factor Analysis Models for Representing Process in Multivariate Time-Series; Author Index; Subject Index

Notes:

Based on 2 symposia presented at the 1997 meeting of the American Psychological Association.

Includes bibliographical references and indexes.

ISBN:

1-138-01256-4

1-4106-0447-0

1-283-29384-6

9786613293848

0-8058-3125-8

1-135-67321-7

9781410604477

OCLC:

191036482