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单词 spurious correlation
释义

spurious correlation

英汉-汉英词典
伪相关,比例[不纯]相关
词组 | 习惯用语
spurious correlation [数] 伪相关;假相关
英语百科

Spurious correlation

An illustration of spurious correlation, this figure shows 500 observations of x/z plotted against y/z. The sample correlation is 0.53, even though x, y, and z are statistically independent of each other (i.e., the pairwise correlations between each of them are zero).
This figure shows the 500 observations of y/z plotted against x/z from above, this time with the z-values on a colour scale to highlight how dividing through by z induces spurious correlation.

Spurious correlation is a term coined by Karl Pearson to describe the correlation between ratios of absolute measurements that arises as a consequence of using ratios, rather than because of any actual correlations between the measurements.

The phenomenon of spurious correlation is one of the main motives for the field of compositional data analysis which deals with the analysis of variables that carry only relative information, such as proportions, percentages and parts-per-million.

近义、反义、联想词
近义词
n.
correlation, correlational statistics

英英词典
spurious correlation n.
  1. a correlation between two variables (e.g., between the number of electric motors in the home and grades at school) that does not result from any direct relation between them (buying electric motors will not raise grades) but from their relation to other variables
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更新时间:2025/6/22 22:52:15