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Wilcoxon signed-rank test is a statistical test used to compare the means of two groups, and its goal is to detect the difference between the median of the two groups. The test compares the sample mean of the two groups to the median. The statistical difference between the sample means is denoted by the test statistic. The test statistic can be calculated using the formula: \begin{align} S = \dfrac{\sum_{i=1}^n (x_i – x_{\ast})^2}{n – 2} \end{align
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Wilcoxon signed-rank test is one of the popular techniques used to determine significant differences in data. The test is widely used in statistical analysis of clinical trials, population studies, biochemistry and many more research fields. Wilcoxon signed-rank test is more suitable in analysis of clinical trials than one-sample t-test. I went on to elaborate the basic steps involved in performing Wilcoxon signed-rank test and provided a brief summary of its statistical properties. The discussion was followed by a detailed analysis of when and how to
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