This workshop will explore when to use nonparametric tests and the differences between parametric and nonparametric tests. We will conduct some data analyses to test two or more samples, including the Wilcoxon signed-rank test, the Mann-Whitney U test, and the Kruskal-Wallis H test. The presentations will use SPSS and R software.