Group-based modeling of development:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge, Mass.
Harvard University Press
c2005
|
| Subjects: | |
| Online Access: | FAW01 FAW02 Volltext |
| Item Description: | Includes bibliographical references (p. [187]-198) and index Annotation 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 |
| Physical Description: | 1 Online-Ressource (x, 201 p.) |
| ISBN: | 0674016866 0674041313 9780674016866 9780674041318 |
Staff View
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| indexdate | 2024-07-10T07:18:41Z |
| institution | BVB |
| isbn | 0674016866 0674041313 9780674016866 9780674041318 |
| language | English |
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| spelling | Nagin, Daniel Verfasser aut Group-based modeling of development Daniel S. Nagin Cambridge, Mass. Harvard University Press c2005 1 Online-Ressource (x, 201 p.) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references (p. [187]-198) and index Annotation 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 SOCIAL SCIENCE / Research bisacsh SOCIAL SCIENCE / Methodology bisacsh Longitudinal method fast Longitudinal Studies Psychology / methods Age Factors Models, Psychological Models, Statistical Longitudinal method Längsschnittuntersuchung (DE-588)4034036-3 gnd rswk-swf Methode (DE-588)4038971-6 gnd rswk-swf Längsschnittuntersuchung (DE-588)4034036-3 s Methode (DE-588)4038971-6 s 1\p DE-604 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=282211 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Nagin, Daniel Group-based modeling of development SOCIAL SCIENCE / Research bisacsh SOCIAL SCIENCE / Methodology bisacsh Longitudinal method fast Longitudinal Studies Psychology / methods Age Factors Models, Psychological Models, Statistical Longitudinal method Längsschnittuntersuchung (DE-588)4034036-3 gnd Methode (DE-588)4038971-6 gnd |
| subject_GND | (DE-588)4034036-3 (DE-588)4038971-6 |
| title | Group-based modeling of development |
| title_auth | Group-based modeling of development |
| title_exact_search | Group-based modeling of development |
| title_full | Group-based modeling of development Daniel S. Nagin |
| title_fullStr | Group-based modeling of development Daniel S. Nagin |
| title_full_unstemmed | Group-based modeling of development Daniel S. Nagin |
| title_short | Group-based modeling of development |
| title_sort | group based modeling of development |
| topic | SOCIAL SCIENCE / Research bisacsh SOCIAL SCIENCE / Methodology bisacsh Longitudinal method fast Longitudinal Studies Psychology / methods Age Factors Models, Psychological Models, Statistical Longitudinal method Längsschnittuntersuchung (DE-588)4034036-3 gnd Methode (DE-588)4038971-6 gnd |
| topic_facet | SOCIAL SCIENCE / Research SOCIAL SCIENCE / Methodology Longitudinal method Longitudinal Studies Psychology / methods Age Factors Models, Psychological Models, Statistical Längsschnittuntersuchung Methode |
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