首页 | 本学科首页   官方微博 | 高级检索  
     


Some Exploratory Methods for Studying Curvature in Robust Regression
Authors:Rand R. Wilcox
Abstract:The paper suggests an exploratory method for studying curvature, within the context of robust regression, using an analog of the approached developed by Doksum and Samarov (1995). The strategy begins by approximating the regression surface using a proposed generalization of the so‐called running interval smoother. The generalization consists of estimating the span via arobust measure of scale associated with the residuals. This approximation can then be used to measure linearity using a robust analog of a measure considered by Doksum and Samarov. The results are illustrated with data from a study on predicting reading ability.
Keywords:Smoothers  Trimmed means  M‐estimators  Robust correlation
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号