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Factor Analysis is a dimensionality reduction method which is used to explain high dimensional data using a simpler model. In this video we are going to look at how to estimate the L (pattern matrix, coefficients matrix), Ψ (specific variances) and F (the factor scores), using PCA and Maximum Likelihood
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Factor Analysis - Statistical Intro 2 - Estimation: PCA and ML | NatokHD