Confirmatory Factor Analysis using Amos, LISREL, Mplus, and SAS/STAT CALIS
Table of Contents
- Introduction
- Exploratory Factor Analysis
- Confirmatory Factor Analysis
- Confirmatory Factor Analysis with Missing Data
- Confirmatory Factor Analysis with Categorical Data
- Conclusion
- References
This document summarizes confirmatory factor analysis and illustrates how to estimate individual models using Amos, LISREL, Mplus, and
SAS/STAT CALIS.
The citation of this document should read: "Albright, Jeremy J., and Hun Myoung Park. 2008.
Confirmatory
Factor Analysis Using Amos, LISREL, Mplus, and SAS/STAT CALIS. Technical Working Paper. The
University
Information Technology Services (UITS) Center for Statistical and Mathematical Computing, Indiana
University."
Data Sets and Scripts
- values.sav | values.dat | values.sas7bdat
- values_full.sav | values_full.dat
- values_ord.sav | values_ord.dat | values_ord.sas7bdat
- Amos: Two factor CFA 1 |Two factor CFA 2 |Two factor CFA with missing data
- LISREL: One factor CFA | Two factor CFA 1 | CFA 2 | With misisng data | With ordinal data
- Mplus: Two factor CFA 1 | CFA 2 | With missing data | Ordinal data (listwise) | (pairwise)
- SAS: Script
