基于因子分析的物质浓度与颜色读数关系的探究

Research on the Relationship Between Material Concentration and Color Reading Based on Factor Analysis

主要探讨了物质浓度与颜色读数之间的关系.对于给出的数据,建立因子分析模型.利用主成分分析法,并借助SPSS软件获得其解.根据解得结果提取的公共因子的方差贡献判定了颜色读数和物质浓度具有显著性关系。最后,利用单因素方差分析对模型进行了检验.进一步得出结论,物质浓度会显著影响颜色读数.

In this paper, the relationship between matter concentration and color reading is mainly discussed. For the given data, a factor analysis model is established. Principal component analysis and SPSS software are used to get the solution. According to the variance contribution of common factors extracted from the obtained results, the relationship between color readings and material concentration is significant. Finally, the model was tested by factor analysis of variance. Further conclusion was drawn that matter concentration would significantly affect the color reading.