Range-box plotting relating to discrete distribution
The box plot has been used for a very long time since 70s in checking the existence of outliers and the asymmetrical shape of data. The existing box plot is constructed using five values of statistics calculated from either the discrete or continous data. Many improvement of box plots have deviated...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Penerbit UTM Press
2018
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| Online Access: | http://psasir.upm.edu.my/id/eprint/73707/1/BOX.pdf http://psasir.upm.edu.my/id/eprint/73707/ https://matematika.utm.my/index.php/matematika/article/view/935 |
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| Summary: | The box plot has been used for a very long time since 70s in checking the existence of outliers and the asymmetrical shape of data. The existing box plot is constructed using five values of statistics calculated from either the discrete or continous data. Many improvement of box plots have deviated from the elegant and simplier approach of exploratory data analysis by incorporating many other statistic values resulting the turning back of the noble philosophy behind the creation of box plot. The modification using
range value with the minimum and maximum values are being incorporated to suit the need of selected discrete distribution when outliers is not an important criteria anymore. The new modification of box plot is not based on the asymmetrical shape of distribution
but more on the spreading and partitioning data into range measure. The new propose name for the box plot with only three values of statistics is called range-box plot. |
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