POSITIVE FIRST PRINCIPAL COMPONENT FOR POSITIVE COVARIANCES

Abstract

A simple proof is given for the existence and the uniqueness of the first principal component that are positive, if all elements of a covariance matrix are positive. An example for ranking the students based on the test scores is given which made this question.