R²中的水分与解释变异的一致度量

The Hot Air in R2 and Consistent Measures of Explained Variation

American Journal of Agricultural Economics · 1995
被引 20
人大 AABS 3

中文导读

指出R²和调整R²在因变量均值非平稳时是不一致的拟合优度指标,并提出了一致估计方法,对实证研究者选择模型评价指标有参考价值。

Abstract

Abstract The size of R 2 and R̅ 2 are poor specification indicators since correctly specified models can have “low” R 2 values and misspecified models often have “high” R 2 values. Further, R 2 and R̅ 2 , as typically calculated, are found to be inconsistent measures of goodness of fit whenever the mean of the dependent variable is not stationary. Consistent estimation methods are proposed.

调整R²拟合优度非平稳性