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Author Geiser, Christian.
Uniform Title Datenanalyse mit Mplus. English
Title Data analysis with Mplus [electronic resource] / Christian Geiser.
Published New York : The Guilford Press, [2013]
Book Cover
LOCATION CALL # STATUS
 Electronic Book  QA278 .G4513 2013eb    ONLINE
  
Description 1 online resource (xiii, 305 pages) : ill.
Bibliography Includes bibliographical references (pages 285-291) and indexes.
Contents 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.
Note Description based on print version record.
Subject Multivariate analysis -- Data processing.
Mplus.
Related To Print version: Geiser, Christian. Data analysis with Mplus. . 9781462502455 1462502458 9781462507825 1462507824 (DLC) 2012033585
ISBN 1462507832 (electronic bk.)
9781462507832 (electronic bk.)
9781462502455 (pbk. : acid-free paper)
1462502458 (pbk. : acid-free paper)
9781462507825 (cloth : acid-free paper)
1462507824 (cloth : acid-free paper)