Comparison of multivariate statistical analysis methods

Abstract

In order to solve the problems more efficient, it is necessary for us to compare the statistical analysis methods. Firstly, this paper compares two common dimensionality reduction methods- principal component analysis and factor analysis. Then four discriminant analysis methods are compared in applicability. It is a try of helping to clearly choose the suitable statistical analysis methods.