Functional boxplot
In statistical graphics, the functional boxplot is an informative exploratory tool that has been proposed for visualizing functional data. Analogous to the classical boxplot, the descriptive statistics of a functional boxplot are: the envelope of the 50% central region, the median curve and the maximum non-outlying envelope.
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- enIn statistical graphics, the functional boxplot is an informative exploratory tool that has been proposed for visualizing functional data. Analogous to the classical boxplot, the descriptive statistics of a functional boxplot are: the envelope of the 50% central region, the median curve and the maximum non-outlying envelope.
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- Has abstract
- enIn statistical graphics, the functional boxplot is an informative exploratory tool that has been proposed for visualizing functional data. Analogous to the classical boxplot, the descriptive statistics of a functional boxplot are: the envelope of the 50% central region, the median curve and the maximum non-outlying envelope. To construct a functional boxplot, data ordering is the first step. In functional data analysis, each observation is a real function, therefore, different from the classical boxplot where data are simply ordered from the smallest sample value to the largest, in a functional boxplot, functional data, e.g. curves or images, are ordered by a notion of band depth or a modified band depth. It allows for ordering functional data from the center outwards and, thus, introduces a measure to define functional quantiles and the centrality or outlyingness of an observation. Having the ranks of functional data, the functional boxplot is a natural extension of the classical boxplot.
- Hypernym
- Tool
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- Functional boxplot
- Label
- enFunctional boxplot
- Link from a Wikipage to an external page
- fda.readthedocs.io/en/latest/
- Link from a Wikipage to another Wikipage
- Bagplot
- Box plot
- Category:Statistical charts and diagrams
- Descriptive statistics
- Functional data analysis
- Interquartile range
- MATLAB
- Median
- Python (programming language)
- R (programming language)
- Spatiotemporal database
- Statistical graphics
- Statsmodels
- SameAs
- 4jHsv
- Functional boxplot
- m.0h56bqs
- Q5508797
- Subject
- Category:Statistical charts and diagrams
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- Functional boxplot?oldid=1091953654&ns=0
- WikiPageLength
- 6332
- Wikipage page ID
- 32967653
- Wikipage revision ID
- 1091953654
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- Template:Reflist