Nonparametric Statistics

In this chapter, we will discuss single-sample inference, two-sample inference, and multi-sample inference, using the nonparametric approach. In order to discuss each of these types of inferences, we will use some popular nonparametric procedures, namely, single-sample sign test, Mann–Whitney test, Wilcoxon signed-rank test, and Kruskal–Wallis test.