multicollinearity

[US]/ˌmʌltɪkəʊlɪˈnɛərɪti/
[UK]/ˌmʌltɪkəˈleɪnɪˌɛrɪti/
Frequency: Very High

Translation

n.多重共线性
Word Forms

Phrases & Collocations

multicollinearity issue

多重共线性问题

multicollinearity test

多重共线性测试

multicollinearity effect

多重共线性影响

multicollinearity problem

多重共线性问题

detect multicollinearity

检测多重共线性

address multicollinearity

解决多重共线性

multicollinearity diagnosis

多重共线性诊断

mitigate multicollinearity

减轻多重共线性

multicollinearity analysis

多重共线性分析

multicollinearity variance

多重共线性方差

Example Sentences

multicollinearity can distort the results of regression analysis.

多重共线性会扭曲回归分析的结果。

it is essential to check for multicollinearity before finalizing the model.

在确定模型之前,检查多重共线性是至关重要的。

high multicollinearity can lead to unreliable coefficient estimates.

高多重共线性可能导致不可靠的系数估计。

researchers often use variance inflation factor to detect multicollinearity.

研究人员通常使用方差膨胀因子来检测多重共线性。

addressing multicollinearity is critical for improving model accuracy.

解决多重共线性对提高模型准确性至关重要。

multicollinearity can make it difficult to determine the effect of each predictor.

多重共线性可能使确定每个预测变量的影响变得困难。

to mitigate multicollinearity, consider removing or combining correlated variables.

为减轻多重共线性,考虑删除或合并相关变量。

multicollinearity often arises in datasets with redundant information.

多重共线性通常出现在含有冗余信息的数据集中。

understanding multicollinearity is vital for effective statistical modeling.

理解多重共线性对于有效的统计建模至关重要。

detecting multicollinearity early can save time in the analysis process.

及早检测多重共线性可以节省分析过程中的时间。

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