collinearity怎么读/collinearity的发音
collinearity的音标：英[kɒlɪnɪ'ærɪtɪ] 美[kɒlɪnɪ'ærɪtɪ]
英： 美：
collinearity是什么意思
n. 共线性;同线性
collinearity的用法和双语例句
1. Collinearity in regression analysis can lead to unreliable estimates of coefficients.
回归分析中的共线性可能导致系数估计不可靠。
2. The presence of collinearity among independent variables complicates the interpretation of a model.
自变量之间存在共线性会使模型的解释变得复杂。
3. Researchers often check for collinearity before building a predictive model.
研究人员在构建预测模型之前通常会检查共线性。
4. High collinearity between two variables may inflate the standard errors of the regression coefficients.
两个变量之间的高度共线性可能会夸大回归系数的标准误差。
5. Detecting collinearity is an essential step in ensuring the robustness of statistical models.
检测共线性是确保统计模型稳健性的重要步骤。
6. Collinearity can be addressed by removing one of the highly correlated variables.
可以通过移除其中一个高度相关的变量来解决共线性问题。
7. The variance inflation factor (VIF) is a common measure used to assess collinearity.
方差膨胀因子（VIF）是用于评估共线性的常用指标。
8. In some cases, collinearity does not affect the overall predictive power of the model.
在某些情况下，共线性不会影响模型的整体预测能力。
9. Collinearity is more problematic in explanatory models than in predictive models.
在解释性模型中，共线性比在预测模型中更具问题性。
10. Perfect collinearity occurs when one independent variable is an exact linear combination of others.
当一个自变量是其他自变量的精确线性组合时，就会发生完全共线性。