期刊
ANALYTICAL LETTERS
卷 34, 期 14, 页码 2547-2561出版社
MARCEL DEKKER INC
DOI: 10.1081/AL-100107535
关键词
outliers; linear regression; errors in both axes; robust regression; weighted residual plot
This paper presents guidelines for obtaining the correct regression line by taking into account the errors in both axes when there are outliers in the data set. We have adapted the weighted residual plots to take into account the experimental errors in both axes, and have combined it with robust regression methods and methods for detecting outliers. The protocol has been checked with real data sets from the literature to show how it can be used to find the best regression line when there are outliers in the data set. In all cases the errors in both axes are taken into account.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据