S3E03: Principal Components Analysis is your PAL
Quantitude
Principal Component Analysis vs Factor Analysis
Principal component analysis is distinct from factor analysis. While there are similarities, principal component analysis focuses on reducing data to a manageable number of dimensions without concern for extracting a true number of dimensions like in factor analysis. It allows you to decide the meaningful dimensions for your analysis, making it a valuable tool for simplifying complex information.
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