回归方程中应纳入多少个变量?

How Many Variables Should be Entered in a Regression Equation?

Journal of the American Statistical Association · 1983
被引 37
ABS 4

中文导读

研究了在回归分析中,为最小化均方预测误差,应纳入的自变量最优数量,发现该数量仅为数据点数的很小一部分,并提出了渐近最优的Sp准则。

Abstract

Abstract The optimal number of regressors is determined to minimize mean squared prediction error and is shown to be a small fraction of the number of data points. As the number of regressors grows large, the Sp criterion provides an asymptotically optimal rule for the number of variables to enter.

回归分析预测误差变量选择渐近最优