Mann-Whitney U检验计算器

执行Mann-Whitney U检验,比较两个独立样本的分布差异,作为独立样本t检验的非参数替代方法。

U Statistic

90.0

U2 Statistic30.0
Z Approximation1.9781

U Statistic vs Sample 1 Size

公式

Mann-Whitney U Test

U = n1*n2 + n1*(n1+1)/2 - R1

Compares two independent groups without assuming normality.

计算示例

n1=10, n2=12, R1=85.

  1. 01U1 = 120 + 55 - 85 = 90
  2. 02U2 = 120 - 90 = 30

常见问题

When use Mann-Whitney vs t-test?

When data are ordinal or not normally distributed.

How to calculate ranks?

Combine samples, sort, assign ranks. Average ties.

What does significant U mean?

The two groups differ in central tendency.

学习

Understanding the Normal Distribution

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