Group-Based Modeling of Development - Hardcover

Nagin, Daniel S

Hardcover

ISBN 10: 0674016866 ISBN 13: 9780674016866

Publisher: Harvard University Press, 2005

Synopsis

This book provides a systematic exposition of a group-based statistical method for analyzing longitudinal data in the social and behavioral sciences and in medicine. The methods can be applied to a wide range of data, such as that describing the progression of delinquency and criminality over the life course, changes in income over time, the course of a disease or physiological condition, or the evolution of the socioeconomic status of communities. Using real-world research data from longitudinal studies, the book explains and applies this method for identifying distinctive time-based progressions called developmental trajectories. Rather than assuming the existence of developmental trajectories of a specific form before statistical data analysis begins, the method allows the trajectories to emerge from the data itself. Thus, in an analysis of data on Montreal school children, it teases apart four distinct trajectories of physical aggression over the ages 6 to 15, examines predictors of these trajectories, and identifies events that may alter the trajectories. Aimed at consumers of statistical methodology, including social scientists, criminologists, psychologists, and medical researchers, the book presents the statistical theory underlying the method with a mixture of intuition and technical development.

About this title

Review

Nagin's book provides a thorough and accessible treatment of the statistical method for analyzing longitudinal data to which he has contributed so much in the last decade. The hallmark of this method is its identification of a set of distinct trajectories of change over time in order to capture a sample's diversity in patterns of development. Nagin and his colleagues have applied, refined, and extended this approach over the past decade and this book is the culmination that brings it all together.--D. Wayne Osgood, The Pennsylvania State University

Daniel Nagin's work on developmental trajectories represents a fundamental component of modern thinking about delinquency. Further, as a paradigm for behavior modeling, his approach has great potential throughout the social sciences. This is an important book.--Steven Durlauf, University of Wisconsin-Madison

About the Author

Daniel S. Nagin is Teresa and H. John Heinz III University Professor of Public Policy and Statistics, Carnegie Mellon University.

Edition details

• Publisher: Harvard University Press
• Publication date: 2005
• ISBN 10: 0674016866
• ISBN 13: 9780674016866
• Binding: Hardcover
• Language: English
• Number of pages: 224