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Using Mplus for structural equation modeling : a researcher's guide / Kevin E. Kelloway, Saint Mary's University.

Av: Materialtyp: TextUtgivningsuppgift: Los Angeles : SAGE, [2015]Utgåva: Second editionBeskrivning: 1 online resource (236 pages) : illustrationsInnehållstyp:
  • text
  • still image
Medietyp:
  • computer
Bärartyp:
  • online resource
ISBN:
  • 9781483381664 (ebook) :
Ämnen: Fler format: Print version:: Ingen titel; Print version:: Ingen titelDDK-klassifikation:
  • 519.5/3 23
Library of Congress (LC) klassifikationskod:
  • QA278.3 .K45 2015
Onlineresurser:
Innehåll:
Introduction -- Structural equation models : theory and development -- Assessing model fit -- Using Mplus -- Confirmatory factor analysis -- Observed variable path analysis -- Latent variable path analysis -- Longitudinal analysis -- Multilevel analysis.
Sammanfattning: Ideal for researchers and graduate students in the social sciences who require knowledge of structural equation modeling techniques to answer substantive research questions, Using Mplus for Structural Equation Modeling provides a reader-friendly introduction to the major types of structural equation models implemented in the Mplus framework. This practical book, which updates author E. Kevin Kelloway's 1998 book Using LISREL for Structural Equation Modeling, retains the successful five-step process employed in the earlier book, with a thorough update for use in the Mplus environment. Kelloway provides an overview of structural equation modeling techniques in Mplus, including the estimation of confirmatory factor analysis and observed variable path analysis. He also covers multilevel modeling for hypothesis testing in real life settings and offers an introduction to the extended capabilities of Mplus, such as exploratory structural equation modeling and estimation and testing of mediated relationships. A sample application with the source code, printout, and results is presented for each type of analysis.
Inga fysiska exemplar för denna post

Revision of: Using LISREL for structural equation modeling. 1998.

Includes bibliographical references (pages 225-230) and indexes.

Introduction -- Structural equation models : theory and development -- Assessing model fit -- Using Mplus -- Confirmatory factor analysis -- Observed variable path analysis -- Latent variable path analysis -- Longitudinal analysis -- Multilevel analysis.

Ideal for researchers and graduate students in the social sciences who require knowledge of structural equation modeling techniques to answer substantive research questions, Using Mplus for Structural Equation Modeling provides a reader-friendly introduction to the major types of structural equation models implemented in the Mplus framework. This practical book, which updates author E. Kevin Kelloway's 1998 book Using LISREL for Structural Equation Modeling, retains the successful five-step process employed in the earlier book, with a thorough update for use in the Mplus environment. Kelloway provides an overview of structural equation modeling techniques in Mplus, including the estimation of confirmatory factor analysis and observed variable path analysis. He also covers multilevel modeling for hypothesis testing in real life settings and offers an introduction to the extended capabilities of Mplus, such as exploratory structural equation modeling and estimation and testing of mediated relationships. A sample application with the source code, printout, and results is presented for each type of analysis.

Description based on MARC record for print version.

Licensed e-book