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Models for Intensive Longitudinal Data

Edited by Theodore A. Walls and Joseph L. Schafer

Price: £38.99 (hardback)
ISBN-13: 978-0-19-517344-4
Publication date: 23 February 2006
320 pages, 63 line illus.,

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Description

A new class of longitudinal data has emerged with the use of technological devices for scientific data collection. This class of data is called intensive longitudinal data (ILD). This volume features state-of-the-art applied statistical modelling strategies developed by leading statisticians and methodologists working in conjunction with behavioural scientists.

Readership: Applied statisticians, methodologists in social and behavior sciences, data analysts, graduate students in methodology & statistics courses

Contents

Introduction: Intensive Longitudinal Data Theodore A. Walls and Joseph L. Schafer

1. Multilevel Models for Intensive Longitudinal Data , Theodore A. Walls, Hyekyung Jung, and Joseph E. Schwartz

2. Marginal Modeling of Intensive Longitudinal Data by Generalized Estimating Equations , Joseph L. Schafer

3. A Local Linear Estimation Procedure for Functional Multilevel Modeling , Runze Li, Tammy L. Root, and Saul Shiffman

4. Application of Item Response Theory Models for Intensive Longitudinal Data , Donald Hedeker, Robin J. Mermelstein, and Brian R. Flay

5. Periodic Trends, Non-periodic Trends, and their Interactions in Longitudinal or Functional Data , Carlotta Ching Ting Fok and James O. Ramsay

6. Multilevel Autoregressive Modeling of Interindividual Differences in the Regularity of a Process , Michael J. Rovine and Theodore A. Walls

7. The State-Space Approach to Modeling Dynamic Processes , Moon-Ho Ringo Ho, Robert Shumway, and Hernando Ombao

8. The Control of Behavioral Input/Output Systems , James O. Ramsay

9. Dynamical Systems Modeling: An Application to the Regulation of Intimacy and Disclosure in Marriage , Steven M. Boker and Jean-Phillippe Laurenceau

10. Point Process Models for Event History Data: Applications ion the Behavioral Science , Stephen L. Rathbun, Saul Shiffman, and Chad J. Gwaltney

11. Emerging Technologies and Next Generation Intensive Longitudinal Data Collection , Sarah M. Nusser, Stephen S. Intille, and Ranjan Maitra

Authors, editors, and contributors

Edited by Theodore A. Walls, Assistant Professor of Psychology, University of Rhode Island and
Joseph L. Schafer, Associate Professor of Statistics and Investigator, The Methodology Center, Pennsylvania State University

Links to web resources and related information

More in the same subject area:
Social research & statistics
Epidemiology & medical statistics
Probability & statistics
Public health & preventive medicine

The specification in this catalogue, including without limitation price, format, extent, number of illustrations, and month of publication, was as accurate as possible at the time the catalogue was compiled. Occasionally, due to the nature of some contractual restrictions, we are unable to ship a specific product to a particular territory. Jacket images are provisional and liable to change before publication.