Students can perform the fundamental statistical analyses such as ANOVA and student-t test in high-dimensional datasets. They also learn how to merge the statistical theories and applications in the univariate dimension to the more complex and high dimensional analyses. Market applications will also be discussed to improve the application skills of students.