Evaluating Estimation Methods With Ordinal Data in Confirmatory Factor Analysis

2014 ◽  
Author(s):  
Zijia Li ◽  
Michael D. Toland
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Ordinal Data ◽  
Estimation Methods ◽  
Confirmatory Factor

Estimation methods for multivariate Tobit confirmatory factor analysis

2014 ◽  
Vol 79 ◽  
pp. 248-260 ◽  
Author(s):  
D.R. Costa ◽  
V.H. Lachos ◽  
J.L. Bazan ◽  
C.L.N. Azevedo
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Estimation Methods ◽  
Confirmatory Factor

The Performance of the Polychoric Correlation Coefficient and Selected Fitting Functions in Confirmatory Factor Analysis with Ordinal Data

1991 ◽  
Vol 28 (4) ◽  
pp. 491-497 ◽  
Author(s):  
Edward E. Rigdon ◽  
Carl E. Ferguson
Keyword(s):  
Factor Analysis ◽  
Confirmatory Factor Analysis ◽  
Correlation Coefficient ◽  
Simulation Study ◽  
Ordinal Data ◽  
Standard Errors ◽  
Polychoric Correlation ◽  
Chi Square ◽  
Confirmatory Factor

In a simulation study, no combination of the polychoric correlation coefficient with any LISREL 7 fitting function produced unbiased estimated standard errors or a correctly distributed chi square statistic. However, there were major differences in the performance of the five fitting functions in the analysis of ordinal data.

Sign in / Sign up

Export Citation Format

Share Document