Statistical Analysis with Latent Variables

The lectures of the course Statistical Analysis with Latent Variables taught by Professor Bengt Muthén

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Lecture 20: Multilevel mixture modeling

FINAL’s Week (June 14)

12-15
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Lecture 19: Multilevel latent variable modeling cont’d

Week 10 (June 7 & 9)

12-15
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Lecture 18.5: Monte Carlo Simulation Studies in Mplus

Week 10 (June 7 & 9)

12-15
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Lecture 18: Multilevel latent variable modeling

Week 10 (June 7 & 9)

12-15
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Lecture 17: Latent variable modeling with missing data

Week 9 (June 2)

12-15
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Lecture 16.5.1: GMM Analysis Strategies (cont'd)

Week 8 (May 24 & 26)

12-15
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Lecture 16.5: Longitudinal mixture modeling - GMM (cont'd)

Week 8 (May 24 & 26)

12-15
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Lecture 16: Longitudinal mixture modeling - GMM

Week 8 (May 24 & 26)

12-15
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Lecture 15: Longitudinal mixture modeling – LTA

Week 8 (May 24 & 26)

12-15
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Lecture 14: Cross-sectional mixture modeling - LCRA

Week 7 (May 17 & May 19)

12-15
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Lecture 13: Cross-sectional mixture modeling - LCA

Week 7 (May 17 & May 19)

12-15
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Lecture 12: Discrete-time survival analysis (cont'd)

Week 6 (May 10 & 12)

12-15
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Lecture 11: Discrete-time survival analysis

Week 6 (May 10 & 12)

12-15
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Lecture 10: Modeling with a preponderance of zeros (zero inflation)

Week 5 (May 3 & 5)

12-15
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Lecture 9: Introduction to modeling with categorical dependent variables

Week 5 (May 3 & 5)

12-15
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Lecture 8: Growth modeling, cont’d

Week 4 (April 26 & 28)

12-15
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Lecture 7: Growth modeling, cont’d

Week 4 (April 26 & 28)

12-15
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Lecture 6: Growth modeling, cont’d

Week 3 (April 19 & 21)

12-15
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Lecture 5: Introductory growth modeling

Week 3 (April 19 & 21)

12-15
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Lecture 4: Structural equation modeling

Week 2 (April 12 & 14)

12-15
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