Nonparametric statistics make no assumption about the sample size or whether the observed data is quantitative. Nonparametric statistics do not assume that data is drawn from a normal distribution.

However, it is often unfeasible to measure every individual or data point in a population. Instead, researchers rely on samples. A sample is a set of observations from the population. The sampling ...