introduction to the theory of nonparametric statistics
lows the methods to be applicable regardless of the underlying distribution, making them especially useful in real-world data analysis where the true distribution is unknown. 2. Use of Ranks and Orderings Many nonparametric tests are based on the ranking of data points rather