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Factor Analysis is a powerful multivariate statistical method used to overcome the "curse of dimensionality" by explaining the covariance structure of a large set of observed variables in terms of a smaller number of unobserved variables, termed factors. This method helps summarize data and identify hidden structures, making it highly useful in ...
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