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. 2024 Jan 10;37(2):547–562. doi: 10.1007/s10278-023-00947-1

Table 1.

Meaning of null hypothesis in hypothesis testing

Test methods Means
Brown-Forsythe test H0 The sample variances are equal across different groups
H1 The sample variances are not equal across different groups
Mann–Whitney U test H0 Two independent sample groups come from the same distribution, and there is no significant difference between the two sets of data
H1 Two independent sample groups come from different distributions, and there is a significant difference between the two sets of data