Structural equation modeling with Mplus: basic concepts, applications, and programming
"This text aims to provide readers with a nonmathematical introduction to the basic concepts associated with structural equation modeling, and to illustrate its basic applications using the Mplus program"--Provided by publisher.
Read More ↓Title Statements
- Full title :Structural equation modeling with Mplus : basic concepts, applications, and programming / Barbara M. Byrne.
Summary
"This text aims to provide readers with a nonmathematical introduction to the basic concepts associated with structural equation modeling, and to illustrate its basic applications using the Mplus program"--Provided by publisher.
Read More ↓Edition Statements
- Publication Date:©2012.
Publication Statements
- Publisher(s):Routledge
- Place of Publication:New York
- Language:eng
- Publication Date:©2012.
The Physical Object
- Description:1 online resource (xvii, 412 pages) : : illustrations
Edition Identifiers
- ISBN:9781136663468, 1136663460, 9780203807644, 0203807642, 1299693261, 9781299693265
- oclc:ocn787851250
- LC Classification:QA278
- Dewey Decimal:519.5/3
Table of Contents
Section I: Introduction -- Structural equation models: the basics -- Using the Mplus program -- Section II: Single-group analyses -- Testing the factorial validity of a theoretical construct: first-order confirmatory factor analysis model -- Testing the factorial validity of scores from a measuring instrument: first-order confirmatory factor analysis model -- Testing the factorial validity of scores from a measuring instrument: second-order confirmatory factor analysis model -- Testing the validity of a causal structure: full structural equation model -- Section III: Multiple-group analyses -- Testing the factorial equivalence of a measuring instrument: analysis of covariance structures -- Testing the equivalence of latent factor means: analysis of mean and covariance structures -- Testing the equivalence of a causal structure: full structural equation model -- Section IV: Other important topics -- Testing evidence of construct validity: the multitrait-multimethod model -- Testing change over time: the latent growth curve model -- Testing within- and between-level variability: the multilevel model.
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