The two-sample comparison is a frequently encountered problem in applied statistics and is
introduced in most introductory statistics textbooks. One main purpose in a two-sample comparison
is to make inferences about the means of the two populations. As a common practice, it is often
assumed that both samples are independent and normally distributed. If not, one may perform a
certain normalization procedure to the samples before the comparison.