Categorical Data Analysis with Structural Equation Models: Applications in Mplus and Lavaan (Hardcover)

1. Regression, Structural Equation Modeling, Mplus, and lavaan
I. Regression Analysis with Categorical Outcomes in R
2. Regression Models with Binary Outcomes in R
3. Regression Models with Ordinal Outcomes in R
4. Regression Models with Count Outcomes in R
II. Regression Analysis with Structural Equation Modeling Programs
5. Structural Equation Modeling with Categorical Outcomes in Mplus and lavaan
6. Binary Regression Models in Mplus and lavaan
7. Ordered and Nominal Regression Models in Mplus and lavaan
8. Count Regression Models in Mplus
III. Structural Equation Models and Applications
9. Path Analysis with Categorical Outcomes in Mplus and lavaan
10. Confirmatory Factor Models with Categorical Indicators in Mplus and lavaan
11. Latent Variable Path Models with Categorical Outcomes in Mplus and lavaan
IV. Advanced Structural Equation Models and Applications
12. Growth Models with Ordered Categorical Outcomes in Mplus and lavaan
13. Multiple Group Confirmatory Factor Models in Mplus and lavaan
14. Finite Mixture and Latent Class Models in Mplus
15. Zero-Inflated Count Outcomes in Mplus
16. Survival Analysis in Mplus
References
Author Index
Subject Index
About the Author