David A. Kenny
January 12, 2014

 

Structural Equation Modeling


Find out about an interesting conference about SEM: Modern Modeling Methods 2014.

This page serves as a gateway to a tutorial on structural equation modeling or SEM.  If you have suggestions for changes, please email me. If you reproduce any of handouts, I do ask that you state the source.   Click on a topic below to learn more.  If you do not see the topic that you want, you can search for it.

Go to SEM links.


Multiple
Regression

Terminology
and Basics

Path Analysis

Instrumental Variable
Estimation

Psychometrics

Single Latent

Variable Model

Confirmatory Factor
Analysis (CFA)

Multitrait
Multimethod Matrix

Structural Models with
Latent Variables

Identification

Measures of Fit

Respecification
of Models

Mediation

Moderation

Constraints and

Phantom Variables

Formative Latent and

Second-order Variables

Longitudinal Models

17 powerpoints

(small charge)

Multiple Groups


SEM LINKS

Tutorials
          Ed Rigdon's pages
          G. David Garson's Class
          Fun with SEM (you be the judge!)
          Werner Wothke
          Ricka Stoelting
          AERA links
 
SEMNET
          SEMNET
          SEMNET archive search (You must join SEMNET first.)

Webpages
          Pat Curran
          Ken Bollen
          Peter Bentler
          Judea Pearl

Computer Programs
          AMOS
          EQS 6.1
          Download a student version of LISREL
          MPLUS
          Open Mx (R)

Miscellaneous
          SEM the Journal
          SEM Bibliography
          Pearl's Causality
          Joreskog tidbits

Calculators
          Chi Square p value calculator
          Power and Sample Size for the RMSEA (Kris Preacher)
          Sobel test of indirect effects

Books

Kline book on SEM

Brown book on CFA

Enders book on missing data

Pearl’s Causality book

Download the revised edition of Correlation and Causality

Download Estimating the Effects of Social Interventions written with C. Judd

 


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