A number of nonparametric tests are available, including:
The
Chi-Square Test
The
Binomial Test
The
Runs Test
The
One-Sample Kolmogorov-Smirnov Test
Two-Independent-Sample Tests
Tests for Several Independent Samples
Two-Related-Samples Tests
Tests for Several Related Samples
Nonparametric Tests