Statistical Analysis with Latent Variables

Lecture 20: Multilevel mixture modeling

Lecture 19: Multilevel latent variable modeling cont’d

Lecture 18.5: Monte Carlo Simulation Studies in Mplus

Lecture 18: Multilevel latent variable modeling

Lecture 17: Latent variable modeling with missing data

Lecture 16.5.1: GMM Analysis Strategies (cont'd)

Lecture 16.5: Longitudinal mixture modeling - GMM (cont'd)

Lecture 16: Longitudinal mixture modeling - GMM

Lecture 15: Longitudinal mixture modeling – LTA

Lecture 14: Cross-sectional mixture modeling - LCRA

Lecture 13: Cross-sectional mixture modeling - LCA

Lecture 12: Discrete-time survival analysis (cont'd)

Lecture 11: Discrete-time survival analysis

Lecture 10: Modeling with a preponderance of zeros (zero inflation)

Lecture 9: Introduction to modeling with categorical dependent variables

Lecture 8: Growth modeling, cont’d

Lecture 7: Growth modeling, cont’d

Lecture 6: Growth modeling, cont’d

Lecture 5: Introductory growth modeling

Lecture 4: Structural equation modeling