Data Analysis with Mplus

ISBN-10: 1462502458

ISBN-13: 9781462502455

Edition: 2013

Authors: Christian Geiser
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Book details

List price: $48.00
Copyright year: 2013
Publisher: Guilford Publications
Publication date: 11/14/2012
Binding: Paperback
Pages: 305
Size: 6.00" wide x 9.25" long x 0.75" tall
Weight: 0.990
Language: English

Data Management in SPSS
Coding Missing Values
Exporting an ASCII Data File for Mplus
Reading Data into Mplus
Importing and Analyzing Individual Data (Raw Data)
Basic Structure of the Mplus Syntax and BASIC Analysis
Mplus Output for BASIC Analysis
Importing and Analyzing Summary Data (Covariance or Correlation Matrices)
Linear Structural Equation Models
What Are Linear SEMs?
Simple Linear Regression Analysis with Manifest Variables
Latent Regression Analysis
Confirmatory Factor Analysis
First-Order CFA
Second-Order CFA
Path Models and Mediator Analysis
Introduction and Manifest Path Analysis
Manifest Path Analysis in Mplus
Latent Path Analysis
Latent Path Analysis in Mplus
Structural Equation Models for Measuring Variability and Change
LS Analysis
LS versus LST Models
Analysis of LS Models in Mplus
Modeling Indicator-Specific Effects
Testing for Measurement Invariance across Time
LST Analysis
Autoregressive Models
Manifest Autoregressive Models
Latent Autoregressive Models
Latent Change Models
Latent Growth Curve Models
First-Order LGCMs
Second-Order LGCMs
Multilevel Regression Analysis
Introduction to Multilevel Analysis
Specification of Multilevel Models in Mplus
Option TwoLevel BASIC
Random Intercept Models
Null Model (Intercept-Only Model)
One-Way Random Effects ANCOVA
Means-as-Outcomes Model
Random Intercept and Slope Models
Random Coefficient Regression Analysis
Intercepts-and-Slopes-as-Outcomes Model
Latent Class Analysis
Introduction to Latent Class Analysis
Specification of LCA Models in Mplus
Model Fit Assessment and Model Comparisons
Absolute Model Fit
Relative Model Fit
Interpretability
Summary of Key Mplus Commands Discussed in This Book
Common Mistakes in the Mplus Input Setup and Troubleshooting
Further Readings
References
Author Index
Subject Index
About the Author
The companion website http://crmda.ku.edu/guilford/geiser provides all data sets and Mplus input and output files, as well as additional materials discussed in this book.
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