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一元线性回归的效应量

一元线性回归效应量

The effect size of univariate linear regression

  1. 一元回归分析常用效应量为复相关系数R2,它表明了回归方程对因变量的解释能力。\\A commonly used effect size for univariate regression analysis is the compound correlation coefficient R2, which indicates the ability of the regression equation to explain the dependent variable.
  2. R2公式:
    或者
  3. 复相关效应量会过高估计自变量对因变量解释能力,现在常用校正复相关系数R2adj作为效应量。\\Complex correlation effect sizes can overestimate the ability of the independent variable to explain the dependent variable, and it is now common to use Calibrated Complex Correlation CoefficientR2adj corrected complex correlation coefficients as effect sizes.
  4. R2adj公式:
一元线性回归的效应量.txt · 最后更改: 2024/04/19 10:28 由 caomingsu