Multivariate statistical analysis is one of important methods for integrated data processing in comprehensive evaluation that is involved in many fields such as economic, society, education, technology, etc. In this paper, first we discuss suitability of principal component analysis and factor analysis in comprehensive evaluation and some problems through theory and practice in applying the two analysis methods, then we propose an improved comprehensive evaluation model with examples indicating validity of the model. |