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ChauBoxplot and AdaptiveBoxplot: two R packages for boxplot-based outlier detection

Tukey's boxplot is widely used for outlier detection; however, its classic fixed-fence rule tends to flag an excessive number of outliers as the sample size grows. To address this, we introduce two new R packages, ChauBoxplot and AdaptiveBoxplot, which implement more robust and statistically princip...

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Библиографические подробности
Главные авторы: Tiejun Tong, Hongmei Lin, Bowen Gang, Riquan Zhang
Формат: Artigo
Язык:Inglês
Опубликовано: Taylor & Francis Group 2026-03-01
Серии:Statistical Theory and Related Fields
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Online-ссылка:https://www.tandfonline.com/doi/10.1080/24754269.2026.2642439
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