distribution-free

[US]/[dɪstrɪˈbjuːʃən ˈfriː]/
[UK]/[dɪˈstrɪbjʊˈʃən ˈfriː]/
Frequency: Very High

Translation

adj.无分布假设的;不依赖于数据分布假设的;与无分布统计检验相关的;使用不假设特定分布的统计检验的

Phrases & Collocations

distribution-free test

分布自由检验

distribution-free method

分布自由方法

distribution-free estimate

分布自由估计

distribution-free approach

具有分布自由性

being distribution-free

分布自由统计量

distribution-free statistics

使用分布自由

using distribution-free

分布自由假设

distribution-free assumption

分布自由程序

distribution-free procedure

Example Sentences

we used a distribution-free test because the data didn't meet normality assumptions.

我们使用了分布自由检验,因为数据不符合正态性假设。

the mann-whitney u test is a popular distribution-free alternative to the t-test.

曼-惠特尼 u 检验是 t 检验的一种流行的分布自由替代方案。

distribution-free methods are useful when dealing with non-normal data.

处理非正态数据时,分布自由方法很有用。

a distribution-free approach avoids relying on assumptions about data distribution.

分布自由方法避免依赖于对数据分布的假设。

the wilcoxon signed-rank test is a distribution-free test for paired data.

wilcoxon 符号秩检验是一种用于配对数据的分布自由检验。

researchers often choose distribution-free tests for small sample sizes.

研究人员通常为小样本量选择分布自由检验。

this analysis employed a distribution-free approach to avoid parametric assumptions.

本分析采用分布自由方法以避免参数假设。

the kruskal-wallis test is a non-parametric, distribution-free alternative.

kruskal-wallis 检验是一种非参数的、分布自由的替代方案。

we opted for a distribution-free test given the skewed data distribution.

鉴于倾斜的数据分布,我们选择了分布自由检验。

distribution-free tests are robust to violations of normality assumptions.

分布自由检验对正态性假设的违反具有鲁棒性。

the spearman rank correlation is a distribution-free measure of association.

斯皮尔曼秩相关是一种分布自由的关联度量。

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