Nonparametric methods
Nonparametric methods were most suitable when researchers have little knowledge about the population parameters of interest of a random variable.In more technical terms, nonparametric methods do not attempt to estimate population parameters in order to characterize the distribution of random variables and are also sometimes called parameter-free or distribution-free methods.
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