principal components analysis

(principal component analyses; principal components analyses; principal component analysis; principle-component factor analysis; principal components factor analysis)

A procedure that analyzes data by changing the original variables into a new set of variables (i.e., principal components). Helps reduce the vastness of data by illuminating the principal components behind much of the variance in a dataset.