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. Introduction ...................................................................................................................... 1
2. Files.................................................................................................................................. 2
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
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