V2EX clustered data

Clustered Data

定义 Definition

clustered data(聚类数据/簇状数据):指在统计与数据分析中,观测值天然分组(成“簇/群”)的数据结构;同一组内的数据往往彼此更相似(相关性更强),而不同组之间相对更独立。常见于按学校、班级、医院、家庭、公司、地区等单位收集的数据。(也常与“群集抽样/整群抽样”或“分层/多层模型”场景相关。)

发音 Pronunciation (IPA)

/klstrd det/ (亦可 /klstrd dt/)

例句 Examples

The survey contains clustered data because students are grouped by school.
这份调查包含聚类数据,因为学生是按学校分组的。

When analyzing clustered data, we used robust standard errors to account for within-group correlation.
在分析聚类数据时,我们使用稳健标准误来处理组内相关性。

词源 Etymology

clustered 来自 cluster(“簇、群、串”),本义可指“成串的东西/聚集的一团”,后引申为“把相似对象聚在一起”。在统计学语境中,clustered data 强调“数据不是彼此独立同分布的散点,而是按自然单位成组”,因此分析时常需考虑组内相关与层级结构。

相关词 Relaed Words

文学与著作 Literary Works

  • Multilevel Analysis: Techniques and Applications(Joop Hox, Mirjam Moerbeek, Rens van de Schoot)
  • Generalized Estimating Equations(相关方法专著与综述中常讨论“clustered data”语境)
  • Analysis of Cluster Randomized Trials(与“按簇随机试验”密切相关的统计学著作中频繁出现该术语)
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