While Exploratory Factor Analysis (EFA) in standard SPSS helps you discover underlying patterns in your data, CFA in Amos allows you to test a specific theory. If you hypothesize that ten survey questions measure exactly two distinct psychological traits, CFA evaluates how well your collected data fits that predefined structure. 2. Path Analysis
If you are stuck on how to start, the "Amos Graphics" feature in version 24 usually has a great setup wizard. Highly recommend checking it out if you are analyzing complex behavioral models! ibm spss amos 24
When standard Maximum Likelihood (ML) estimation fails due to small sample sizes or complex model structures, Amos 24 offers Bayesian estimation to incorporate prior knowledge and achieve model convergence. While Exploratory Factor Analysis (EFA) in standard SPSS