Statistically, a technique that completely reproduces an interrelationship amongst many correlated variables with a smaller number of “principle components” that are mutually independent of one another . This technique is akin to factor analysis in its aims.
PRINCIPAL COMPONENT ANALYSIS: “Principal component analysis is an example of data reduction.”