A Plot is Worth a Thousand Tests: Assessing Residual Diagnostics with the Lineup Protocol

IF 1.4 2区数学 Q2 STATISTICS & PROBABILITY

Journal of Computational and Graphical Statistics Pub Date : 2024-04-22 DOI:10.1080/10618600.2024.2344612

Weihao Li, Dianne Cook, Emi Tanaka, Susan VanderPlas

引用次数: 0

Abstract

Regression experts consistently recommend plotting residuals for model diagnosis, despite the availability of many numerical hypothesis test procedures designed to use residuals to assess problems ...

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一张图胜过千百次测试：用排列规程评估残留诊断结果

尽管有许多旨在使用残差来评估问题的数字假设检验程序，但回归专家始终建议绘制残差图来诊断模型......

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Computational and Graphical Statistics 数学-统计学与概率论

CiteScore

3.50

自引率

8.30%

发文量

153

审稿时长

>12 weeks

期刊介绍： The Journal of Computational and Graphical Statistics (JCGS) presents the very latest techniques on improving and extending the use of computational and graphical methods in statistics and data analysis. Established in 1992, this journal contains cutting-edge research, data, surveys, and more on numerical graphical displays and methods, and perception. Articles are written for readers who have a strong background in statistics but are not necessarily experts in computing. Published in March, June, September, and December.