Application of Multivariate Statistical Analysis Based on the Random Matrix in the Study of Chinese Cultural Symbols

Abstract

In today’s diversified development of contemporary culture, how Chinese traditional culture and contemporary graphic design can be perfectly integrated into contemporary design and how to reflect their unique cultural symbols in contemporary design is a major issue that designers and researchers must face. This paper takes Chinese cultural symbols as the research object and adopts a multivariate statistical model based on a random matrix. By means of factor analysis and cluster analysis, the number of dimensions of multivariate data is minimized while ensuring minimal information loss to improve the efficiency of the analysis. This paper takes Chinese cultural symbols as the core and adopts a multivariate statistical method based on the random matrix for factor analysis and cluster analysis, in an attempt to establish a complete and scientific evaluation index system, which provides a reliable tool for the study of Chinese cultural symbols.