Nonparametric test refers to hypothesis test that does not require numerical scores and does not involve a hypothesis about specific population parameters. Moreover, Nonparametric test is a test of statistical inference that does not require any assumptions about the underlying population distributions, such as that they are normally distributed. Chi-square test for independence is an example of a Nonparametric test.