3. Fitting a measurement model to SPSS data .................................................................... 3 4. Fitting a structural equation model to SPSS data........................................................... 12 5. Robust maximum likelihood ........................................................................................... 21 6. Weighted least squares.................................................................................................. 25 7. Multilevel confirmatory factor analysis............................................................................ 29 8. Latent variable scores and observational residuals........................................................ 34 9. Using latent variable scores........................................................................................... 39 10. Cross validation............................................................................................................ 42 11. Logistic regression analysis ......................................................................................... 48 12. Censored regression analysis...................................................................................... 50 13. Latent growth curves.................................................................................................... 53 14. Generalized linear models............................................................................................ 59 References......................................................................................................................... 65 |