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
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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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来源期刊
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.
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