Growth modeling :: structural equation and multilevel modeling approaches /
"Growth models are among the core methods for analyzing how and when people change. Discussing both structural equation and multilevel modeling approaches, this book leads readers step by step through applying each model to longitudinal data to answer particular research questions. It demonstra...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY :
Guilford Press,
[2017]
|
| Schriftenreihe: | Methodology in the social sciences.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | "Growth models are among the core methods for analyzing how and when people change. Discussing both structural equation and multilevel modeling approaches, this book leads readers step by step through applying each model to longitudinal data to answer particular research questions. It demonstrates cutting-edge ways to describe linear and nonlinear change patterns, examine within-person and between-person differences in change, study change in latent variables, identify leading and lagging indicators of change, evaluate co-occurring patterns of change across multiple variables, and more. User-friendly features include real data examples, code (for Mplus or NLMIXED in SAS, and OpenMx or nlme in R), discussion of the output, and interpretation of each model's results."--Publisher description |
| Beschreibung: | 1 online resource |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9781462526086 146252608X |
Internformat
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| indexdate | 2024-11-27T13:27:26Z |
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| spelling | Grimm, Kevin J., author. http://id.loc.gov/authorities/names/n2016036957 Growth modeling : structural equation and multilevel modeling approaches / Kevin J. Grimm, Nilam Ram, and Ryne Estabrook. New York, NY : Guilford Press, [2017] ©2017 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier Methodology in the social sciences Includes bibliographical references and index. Online resource; title from PDF title page (EBSCO, viewed October 3, 2016). "Growth models are among the core methods for analyzing how and when people change. Discussing both structural equation and multilevel modeling approaches, this book leads readers step by step through applying each model to longitudinal data to answer particular research questions. It demonstrates cutting-edge ways to describe linear and nonlinear change patterns, examine within-person and between-person differences in change, study change in latent variables, identify leading and lagging indicators of change, evaluate co-occurring patterns of change across multiple variables, and more. User-friendly features include real data examples, code (for Mplus or NLMIXED in SAS, and OpenMx or nlme in R), discussion of the output, and interpretation of each model's results."--Publisher description Social sciences Statistical methods. http://id.loc.gov/authorities/subjects/sh85124018 Social sciences Mathematical models. Longitudinal method. http://id.loc.gov/authorities/subjects/sh85078296 Longitudinal Studies https://id.nlm.nih.gov/mesh/D008137 Sciences sociales Méthodes statistiques. Sciences sociales Modèles mathématiques. Méthode longitudinale. SOCIAL SCIENCE Essays. bisacsh SOCIAL SCIENCE Reference. bisacsh Longitudinal method fast Social sciences Mathematical models fast Social sciences Statistical methods fast Ram, Nilam, author. http://id.loc.gov/authorities/names/n2016036959 Estabrook, Ryne, author. http://id.loc.gov/authorities/names/n2016036960 Print version: 9781462526086 Methodology in the social sciences. http://id.loc.gov/authorities/names/n97116200 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1362509 Volltext |
| spellingShingle | Grimm, Kevin J. Ram, Nilam Estabrook, Ryne Growth modeling : structural equation and multilevel modeling approaches / Methodology in the social sciences. Social sciences Statistical methods. http://id.loc.gov/authorities/subjects/sh85124018 Social sciences Mathematical models. Longitudinal method. http://id.loc.gov/authorities/subjects/sh85078296 Longitudinal Studies https://id.nlm.nih.gov/mesh/D008137 Sciences sociales Méthodes statistiques. Sciences sociales Modèles mathématiques. Méthode longitudinale. SOCIAL SCIENCE Essays. bisacsh SOCIAL SCIENCE Reference. bisacsh Longitudinal method fast Social sciences Mathematical models fast Social sciences Statistical methods fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85124018 http://id.loc.gov/authorities/subjects/sh85078296 https://id.nlm.nih.gov/mesh/D008137 |
| title | Growth modeling : structural equation and multilevel modeling approaches / |
| title_auth | Growth modeling : structural equation and multilevel modeling approaches / |
| title_exact_search | Growth modeling : structural equation and multilevel modeling approaches / |
| title_full | Growth modeling : structural equation and multilevel modeling approaches / Kevin J. Grimm, Nilam Ram, and Ryne Estabrook. |
| title_fullStr | Growth modeling : structural equation and multilevel modeling approaches / Kevin J. Grimm, Nilam Ram, and Ryne Estabrook. |
| title_full_unstemmed | Growth modeling : structural equation and multilevel modeling approaches / Kevin J. Grimm, Nilam Ram, and Ryne Estabrook. |
| title_short | Growth modeling : |
| title_sort | growth modeling structural equation and multilevel modeling approaches |
| title_sub | structural equation and multilevel modeling approaches / |
| topic | Social sciences Statistical methods. http://id.loc.gov/authorities/subjects/sh85124018 Social sciences Mathematical models. Longitudinal method. http://id.loc.gov/authorities/subjects/sh85078296 Longitudinal Studies https://id.nlm.nih.gov/mesh/D008137 Sciences sociales Méthodes statistiques. Sciences sociales Modèles mathématiques. Méthode longitudinale. SOCIAL SCIENCE Essays. bisacsh SOCIAL SCIENCE Reference. bisacsh Longitudinal method fast Social sciences Mathematical models fast Social sciences Statistical methods fast |
| topic_facet | Social sciences Statistical methods. Social sciences Mathematical models. Longitudinal method. Longitudinal Studies Sciences sociales Méthodes statistiques. Sciences sociales Modèles mathématiques. Méthode longitudinale. SOCIAL SCIENCE Essays. SOCIAL SCIENCE Reference. Longitudinal method Social sciences Mathematical models Social sciences Statistical methods |
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