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#### principal component analysis

November 17, 2016 | Data

Principal Component Analysis (PCA) Introduction The process of Principal Component Analysis (PCA) performs dimensionality reduction on a set of data, and especially a scale that is attempting to evaluate a construct. The point of this process is to see if a multi-item scale can be reduced into a simple structure with fewer components (Kline, 1994). For example, […]