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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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Bibliografiske detaljer
Principais autores: Tiejun Tong, Hongmei Lin, Bowen Gang, Riquan Zhang
Format: Artigo
Sprog:Inglês
Udgivet: Taylor & Francis Group 2026-03-01
Serier:Statistical Theory and Related Fields
Fag:
Online adgang:https://www.tandfonline.com/doi/10.1080/24754269.2026.2642439
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