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Syllabus
Readings
Homework
Data Sets
Handouts & Overheads
Overhead: How SEM Relates to Other Analyses
Overhead: Brief History of SEM
Matrix Operations Examples: SPSS and R
List of SPSS Matrix Commands
List of R Matrix Commands (Phil
Ender)
Matrix Regression
Some Matrix Properties
Basics of Path Analysis
Testing Mediation with Regression Analysis
Overhead: Indirect
Coefficient Sampling Distribution Figures
Data Set Preparation for Mplus
Path Analysis Example: Mplus
and lavaan
Lab Data Set: NPHS
Latent Variables
One-Factor CFA Example: Mplus
and lavaan
Principal
Components Analysis
A Quick Primer on
Exploratory Factor Analysis
Exploratory Factor Analysis Example: SPSS and R
Basic Concepts of Fit
Summary of LISREL Notation System
Maximum Likelihood
Links
Dave
Kenny A great website with introductory material on most SEM topics.
Download a very good introductory book, Correlation and Causality,
for free.
SEMNET
SEM discussion list. You can also search the archives for answers to common
questions.
Mplus Lots of example programs and a Mplus discussion section.
lavaan examples by Yi Feng & Greg Hancock
UCLA Statistical
Computing Mplus tutorials
Muthen & Muthen Mplus Webinars, webtalks,
and videos
Bryant
and Satorra scaled chi-square difference test
worksheet (Natasha Bowen)
Natasha
Bowen’s annotated Mplus Examples
Yves Rosseel’s
Lavaan Tutorials
Mplus and lavaan code examples
from my longitudinal book
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