Mathematical Probability Theory
The Wilcoxon signed-rank test is a nonparametric statistical method used to determine whether there is a significant difference between the medians of two related groups. It’s particularly useful when the data does not meet the assumptions necessary for parametric tests, such as normal distribution. This test is based on the ranks of the differences between paired observations, making it robust to outliers and skewed distributions.
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