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What is Confirmatory Factor Analysis (CFA)?

Confirmatory Factor Analysis (CFA) is a statistical method utilized in predictive modeling and data analysis, specifically designed for validating the measurement model of a set of observed variables and their underlying latent constructs. It extends the principles of factor analysis to confirm a hypothesized structure of relationships among variables.

In CFA, researchers begin with a predefined model that specifies the relationships between observed variables and latent factors. The model is a theoretical representation of how the observed variables are expected to load onto the underlying constructs. These constructs are often unobservable and are postulated to influence the observed variables.

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