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Relying on experiments and statistical analysis of real-world observations is the premise behind:
Nonparametric Method
A type of statistical method that does not assume a specific distribution model for the data, making it suitable for data that doesn't fit normal distribution assumptions.
Wilcoxon Rank Sum Test
A statistical test that does not assume a specific distribution, designed to assess whether two separate samples originate from an identical distribution.
Mann-Whitney Test
A nonparametric test used to compare differences between two independent groups when the dependent variable is either ordinal or continuous, but not normally distributed.
Hypotheses Testing
An analytical technique in statistics that leverages a sample's data to examine a conjecture concerning a characteristic of the entire population.
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