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• 2012033585 alternative "Datenanalyse mit Mplus. English".
• 2012033585 contributor B12466024.
• 2012033585 date "2013".
• 2012033585 description "Includes bibliographical references (pages 285-291) and indexes.".
• 2012033585 description "Machine generated contents note: 1. Data Management in SPSS -- 1.1 Coding Missing Values -- 1.2 Exporting an ASCII Data File for Mplus -- 2. Reading Data into Mplus -- 2.1 Importing and Analyzing Individual Data (Raw Data) -- 2.1.1 Basic Structure of the Mplus Syntax and Basic Analysis -- 2.1.2 Mplus Output for Basic Analysis -- 2.2 Importing and Analyzing Summary Data (Covariance or Correlation Matrices) -- 3. Linear Structural Equation Models -- 3.1 What are Linear SEMs? -- 3.2 Simple Linear Regression Analysis with Manifest Variables -- 3.3 Latent Regression Analysis -- 3.4 Confirmatory Factor Analysis -- 3.4.1 First-Order CFA -- 3.4.2 Second-Order CFA -- 3.5 Path Models and Mediator Analysis -- 3.5.1 Introduction and Manifest Path Analysis -- 3.5.2 Manifest Path Analysis in Mplus -- 3.5.3 Latent Path Analysis -- 3.5.4 Latent Path Analysis in Mplus -- 4. Structural Equation Models for Measuring Variability and Change -- 4.1 Latent State Analysis -- 4.1.1 LS versus LST Models -- 4.1.2 Analysis of LS Models in Mplus -- 4.1.3 Modeling Indicator-Specific Effects -- 4.1.4 Testing for Measurement Invariance across Time -- 4.2 LST Analysis -- 4.3 Autoregressive Models -- 4.3.1 Manifest Autoregressive Models -- 4.3.2 Latent Autoregressive Models -- 4.4 Latent Change Models -- 4.5 Latent Growth Curve Models -- 4.5.1 First-Order LGCMs -- 4.5.2 Second-Order LGCMs -- 5. Multilevel Regression Analysis -- 5.1 Introduction to Multilevel Analysis -- 5.2 Specification of Multilevel Models in Mplus -- 5.3 Option two level basic -- 5.4 Random Intercept Models -- 5.4.1 Null Model (Intercept-Only Model) -- 5.4.2 One-Way Random Effects of ANCOVA -- 5.4.3 Means-as-Outcomes Model -- 5.5 Random Intercept and Slope Models -- 5.5.1 Random Coefficient Regression Analysis -- 5.5.2 Intercepts-and-Slopes-as-Outcomes Model -- 6. Latent Class Analysis -- 6.1 Introduction to Latent Class Analysis -- 6.2 Specification of LCA Models in Mplus -- 6.3 Model Fit Assessment and Model Comparisons -- 6.3.1 Absolute Model Fit -- 6.3.2 Relative Model Fit -- 6.3.3 Interpretability -- Appendix A: Summary of Key Mplus Commands Discussed in This Book -- Appendix B: Common Mistakes in the Mplus Input Setup and Troubleshooting -- Appendix C: Further Readings.".
• 2012033585 extent "xiii, 305 pages ;".
• 2012033585 identifier "9781462502455 (pbk. : acid-free paper)".
• 2012033585 identifier "9781462507825 (cloth : acid-free paper)".
• 2012033585 isPartOf "Methodology in the social sciences".
• 2012033585 issued "2013".
• 2012033585 language "eng ger".
• 2012033585 language "eng".
• 2012033585 subject "519.5/35028553 23".
• 2012033585 subject "BUSINESS & ECONOMICS / Statistics. bisacsh".
• 2012033585 subject "EDUCATION / Statistics. bisacsh".
• 2012033585 subject "MEDICAL / Nursing / General. bisacsh".
• 2012033585 subject "Mplus.".
• 2012033585 subject "Multivariate analysis Data processing.".
• 2012033585 subject "PSYCHOLOGY / Statistics. bisacsh".
• 2012033585 subject "QA278 .G4513 2013".
• 2012033585 subject "SOCIAL SCIENCE / Statistics. bisacsh".
• 2012033585 tableOfContents "Machine generated contents note: 1. Data Management in SPSS -- 1.1 Coding Missing Values -- 1.2 Exporting an ASCII Data File for Mplus -- 2. Reading Data into Mplus -- 2.1 Importing and Analyzing Individual Data (Raw Data) -- 2.1.1 Basic Structure of the Mplus Syntax and Basic Analysis -- 2.1.2 Mplus Output for Basic Analysis -- 2.2 Importing and Analyzing Summary Data (Covariance or Correlation Matrices) -- 3. Linear Structural Equation Models -- 3.1 What are Linear SEMs? -- 3.2 Simple Linear Regression Analysis with Manifest Variables -- 3.3 Latent Regression Analysis -- 3.4 Confirmatory Factor Analysis -- 3.4.1 First-Order CFA -- 3.4.2 Second-Order CFA -- 3.5 Path Models and Mediator Analysis -- 3.5.1 Introduction and Manifest Path Analysis -- 3.5.2 Manifest Path Analysis in Mplus -- 3.5.3 Latent Path Analysis -- 3.5.4 Latent Path Analysis in Mplus -- 4. Structural Equation Models for Measuring Variability and Change -- 4.1 Latent State Analysis -- 4.1.1 LS versus LST Models -- 4.1.2 Analysis of LS Models in Mplus -- 4.1.3 Modeling Indicator-Specific Effects -- 4.1.4 Testing for Measurement Invariance across Time -- 4.2 LST Analysis -- 4.3 Autoregressive Models -- 4.3.1 Manifest Autoregressive Models -- 4.3.2 Latent Autoregressive Models -- 4.4 Latent Change Models -- 4.5 Latent Growth Curve Models -- 4.5.1 First-Order LGCMs -- 4.5.2 Second-Order LGCMs -- 5. Multilevel Regression Analysis -- 5.1 Introduction to Multilevel Analysis -- 5.2 Specification of Multilevel Models in Mplus -- 5.3 Option two level basic -- 5.4 Random Intercept Models -- 5.4.1 Null Model (Intercept-Only Model) -- 5.4.2 One-Way Random Effects of ANCOVA -- 5.4.3 Means-as-Outcomes Model -- 5.5 Random Intercept and Slope Models -- 5.5.1 Random Coefficient Regression Analysis -- 5.5.2 Intercepts-and-Slopes-as-Outcomes Model -- 6. Latent Class Analysis -- 6.1 Introduction to Latent Class Analysis -- 6.2 Specification of LCA Models in Mplus -- 6.3 Model Fit Assessment and Model Comparisons -- 6.3.1 Absolute Model Fit -- 6.3.2 Relative Model Fit -- 6.3.3 Interpretability -- Appendix A: Summary of Key Mplus Commands Discussed in This Book -- Appendix B: Common Mistakes in the Mplus Input Setup and Troubleshooting -- Appendix C: Further Readings.".
• 2012033585 title "Data analysis with Mplus / Christian Geiser.".
• 2012033585 title "Datenanalyse mit Mplus. English".
• 2012033585 type "text".