Dimensionality of program complexity

Abstract

The authors examine some recent investigations in the area of software complexity using factor analysis to begin an exploration of the actual dimensionality of the complexity metrics. This technique exposes the relationships of these many metrics, one to another. Some correlation coefficients from recent empirical studies on software metrics were factor analyzed, showing the probable existence of five complexity dimensions within thirty-five different complexity measures.