《多元统计分析》课程教学资源（阅读材料）Outlier detection

《多元统计分析》课程教学资源（阅读材料）Multiple hypothesis testing

《多元统计分析》课程教学资源（书籍文献，矩阵论）R.A. Horn, C.R. Johnson（2013）Matrix analysis, 2nd ed. Cambridge University Press

《多元统计分析》课程教学资源（阅读材料）Lattice and Other Graphics in R

《多元统计分析》课程教学资源（阅读材料）A visual tour of interactive graphics with R

《多元统计分析》课程教学资源（阅读材料）A Survey on Multivariate Data Visualization

《多元统计分析》课程教学资源（阅读材料）30 Years of Multidimensional Multivariate Visulization

1. 单因素重复测量设计 2. 双因素重复测量设计 3. 试验设计的选择：between subjects or within-subjects

• 一、单变量的描述 – 集中量，离散量，分布形态，分布图(图编辑) • 二、双变量的基本描述——相关

Univariate versus Multivariate Analysis Univariate analysis Solely interested in an isolated characteristic of a set of objects, irrespective of other variable characteristics possessed by the objects Examples the study of the achievement test scores of students X the salaries of workers