Structuring and implementation of the principal components analysis as criteria for determining the inputs and outputs to be considered in a financial analysis

This paper describes the mathematical structure of the Principal ComponentAnalysis (PCA) and an application in the metal-mechanical sector in Colombia.The analytical and numerical procedure used, is detailed to find the principalcomponents. It emphasizes in the "square matrix QR algorithm"...