De Bastiani, Fernanda, Stasinopoulos, Dimitrios, Rigby, Robert A., Heller, Gillian Z. and Silva, Lucas A. (2022) Bucket plot: a visual tool for skewness and kurtosis comparisons. Brazilian Journal of Probability and Statistics, 36 (3). pp. 421-440. ISSN 0103-0752
Full text not available from this repository. (Request a copy)Abstract / Description
This study introduces the bucket plot, a visual tool to detect skewness and kurtosis in a continuously distributed random variable. The plot can be applied to both moment and centile skewness and kurtosis. The bucket plot is used to detect skewness and kurtosis either in a response variable, or in the residuals from a fitted model as a diagnostic tool by which to assess the adequacy of a fitted distribution to the response variable regarding skewness and kurtosis. We demonstrate the bucket plot in nine simulated skewness and kurtosis scenarios, and the usefulness of the plot is shown in a real-data situation.
Item Type: | Article |
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Additional Information: | ** From Crossref journal articles via Jisc Publications Router |
Uncontrolled Keywords: | centiles and moments; GAMLSS; leptokurtic; platykurtic; residual diagnostic plot; skew exponential power type 3 |
Subjects: | 500 Natural Sciences and Mathematics > 510 Mathematics |
Department: | School of Computing and Digital Media |
SWORD Depositor: | Pub Router |
Depositing User: | Pub Router |
Date Deposited: | 19 Oct 2022 09:51 |
Last Modified: | 19 Oct 2022 09:51 |
URI: | https://repository.londonmet.ac.uk/id/eprint/7951 |
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