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