A generalized boxplot for skewed and heavy-tailed distributions

Christopher Bruffaerts; Vincenzo Verardi; Catherine Vermandele

doi:10.1016/j.spl.2014.08.016

A generalized boxplot for skewed and heavy-tailed distributions

Christopher Bruffaerts, Vincenzo Verardi, Catherine Vermandele

Centre de recherche en economie du developpement

Résultats de recherche: Contribution à un journal/une revue › Article › Revue par des pairs

Résumé

We define a new boxplot that can deal with skewed and/or heavy-tailed distributions and possible outliers. The methodology relies on a rank-preserving transformation that allows to fit a so-called Tukey g -and-h distribution.

langue originale	Anglais
Pages (de - à)	110-117
Nombre de pages	8
journal	Statistics and Probability Letters
Volume	95
Les DOIs	https://doi.org/10.1016/j.spl.2014.08.016
Etat de la publication	Publié - 1 déc. 2014

Accès au document

10.1016/j.spl.2014.08.016

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Contient cette citation

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title = "A generalized boxplot for skewed and heavy-tailed distributions",

abstract = "We define a new boxplot that can deal with skewed and/or heavy-tailed distributions and possible outliers. The methodology relies on a rank-preserving transformation that allows to fit a so-called Tukey g -and-h distribution.",

keywords = "Adjusted boxplot, Generalized boxplot, Standard boxplot, Tukey g-and-h distribution",

author = "Christopher Bruffaerts and Vincenzo Verardi and Catherine Vermandele",

year = "2014",

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doi = "10.1016/j.spl.2014.08.016",

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T1 - A generalized boxplot for skewed and heavy-tailed distributions

AU - Bruffaerts, Christopher

AU - Verardi, Vincenzo

AU - Vermandele, Catherine

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N2 - We define a new boxplot that can deal with skewed and/or heavy-tailed distributions and possible outliers. The methodology relies on a rank-preserving transformation that allows to fit a so-called Tukey g -and-h distribution.

AB - We define a new boxplot that can deal with skewed and/or heavy-tailed distributions and possible outliers. The methodology relies on a rank-preserving transformation that allows to fit a so-called Tukey g -and-h distribution.

KW - Adjusted boxplot

KW - Generalized boxplot

KW - Standard boxplot

KW - Tukey g-and-h distribution

UR - https://www.scopus.com/pages/publications/84908513374

U2 - 10.1016/j.spl.2014.08.016

DO - 10.1016/j.spl.2014.08.016

M3 - Article

AN - SCOPUS:84908513374

SN - 0167-7152

VL - 95

SP - 110

EP - 117

JO - Statistics and Probability Letters

JF - Statistics and Probability Letters

ER -

A generalized boxplot for skewed and heavy-tailed distributions

Résumé

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