distribution-free

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

Translation

adj. 不依賴數據分佈的假設;不受分佈假設的限制;與或使用不假設特定分佈的統計檢定有關。

Phrases & Collocations

distribution-free test

無分布假設檢定

distribution-free method

無分布假設方法

distribution-free estimate

無分布假設估計

distribution-free approach

無分布假設方法

being distribution-free

無分布假設

distribution-free statistics

無分布假設統計

using distribution-free

使用無分布假設

distribution-free assumption

無分布假設假設

distribution-free procedure

無分布假設程序

Example Sentences

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

我們使用了非參數檢定,因為數據不符合正態性假設。

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

曼-惠特尼U檢定是t檢定的一種流行的非參數替代方法。

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

非參數方法在處理非正態數據時非常有用。

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

非參數方法可避免依賴數據分佈的假設。

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

威爾科克森符號等級檢定是非參數的配對數據檢定。

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

研究人員通常在樣本量較小時選擇非參數檢定。

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

此分析採用了非參數方法以避免參數假設。

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

克魯斯卡爾-沃利斯檢定是一種非參數的非分布依賴替代方法。

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

鑑於數據分佈偏斜,我們選擇了非參數檢定。

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

非參數檢定對於正態性假設的違反具有魯棒性。

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

斯皮爾曼等級相關係數是一種非參數的相關度量。

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