ØAIC
The AIC table can be found under: View → Text Output → Model fit → AIC
AIC |
||||
Model |
AIC |
BCC |
BIC |
CAIC |
Default model |
129,234 |
111,234 |
234,567 |
345,678 |
Saturated model |
134 |
133,445 |
345,678 |
456,789 |
Independence model |
3432,101 |
3444,565 |
3344,22 |
3355,23 |
v AIC
AIC stands for Akaike Information Criterion (Akaike, 1987) and is used to measure the quality of the statistical model for the data sample used. AIC score useful only in comparison with other AIC scores of the same data set.
The lower the AIC value, the better.
AIC = 129,234
v BCC
BCC = Browne-Cudeck criterion used specifically to analyze moment structures and impose a larger penalty on less parsimonious models.
v BIS
BIC = Bayesian Information Criterion applies a larger penalty for complex models compared to AIC, BCC, CAIC and therefore has a greater tendency to select parsimonious models.
BIC = 234,567 for our tested (default) model.
v CAIC
CAIC = Consistent Akaike Information Criterion (Atilgan & Bozdogan, 1987) occurs only when means and intercepts are not explicit in the case of one group. CAIC applies a penalty to complex models that is higher than AIC and BCC, but less severe than BIC.
The reference values for these criteria depend on the sample size, number of parameters, and model complexity. As such, there are no fixed reference values. However, some guidelines suggest that models with lower AIC, BIC, BCC, and CAIC values are preferred over models with higher values.
Lower values of these criteria indicate better model fit.
Cite this article in your research paper: |
APA Statistische Beratung Leonardo Miljko (datum) How to interpret SEM model fit results in AMOS. Retrieved from https://www.StatistischeDatenAnalyse.de/images/services/How_to_interpret_SEM_model_fit_results_in_AMOS.pdf . |
Harvard
Statistische Beratung Leonardo Miljko January 10, 2020 How to interpret SEM model fit results in AMOS. viewed datum < https://www.StatistischeDatenAnalyse.de/images/services/How_to_interpret_SEM_model_fit_results_in_AMOS.pdf > |
Wichtiger Hinweis: Der Originalinhalt ist auf Kroatisch. Die Übersetzung ins Deutsche und Englische erfolgte über einen Web-Übersetzer. Wir entschuldigen uns für die Fehler.