二元响应回归的图形方法

Graphics for Regressions With a Binary Response

Journal of the American Statistical Association · 1996
被引 47
ABS 4

中文导读

本文发展了中心降维子空间的概念,用于刻画二元响应变量与预测变量的依赖关系,并以此指导回归图形的构建与解读,提出了无需链接函数或残差的图形方法。

Abstract

Abstract Central dimension-reduction subspaces, which characterize the dependence of a response variable on one or more predictors, are developed and then used to guide the construction and interpretation of graphics for regression problems with a binary response variable. Graphical methods requiring neither a link function nor residuals are suggested for both development and criticism of model components implied by the central dimension-reduction subspace.

降维统计图形回归分析