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Home / Q&A Forum / Can you conduct factor analysis or PCA on my survey data?

Can you conduct factor analysis or PCA on my survey data?

Q

Can you conduct factor analysis or PCA on my survey data?

A

Yes, we offer dimensionality reduction techniques that best suit your research objectives. Three primary methods are available: Exploratory Factor Analysis (EFA) to unveil underlying latent variables without any prior assumptions; Confirmatory Factor Analysis (CFA) for testing theoretical factor structures; and Principal Component Analysis (PCA) for reducing feature dimensions while identifying those components related to respective maximum variances.

Answered by: Tutors India Academic Expert Team — PhD-qualified specialists with experience in UK/US higher education systems.

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