MSc Multivariate Statistics
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This is the content for my part of PG Multivariate Statistics/R course.

Lecture 1: Factor analysis

Lecture 2: Confirmatory factor analysis

Lecture 3: SEM 1

Lecture 4: SEM 2

Lecture 5: Advanced SEM

References

My favorite SEM book is Loehlin's. All editions are good, and older ones often much cheaper. AMZN link

  1. Stein et al 2013 (overview pdf)
  2. Bates Maes and Neale (under review) umx preprint, JSS
  3. Boker, S. M., & McArdle, J. J. (2005). Path analysis and path diagrams. Wiley StatsRef: Statistics Reference Online. pdf