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2014 Data "Extreme Data for Science at Berkeley Lab," DOE Data meeting, Chicago, IL, Feb 18 , 2014
Estimation of the extremal behaviour of hurricane wind speeds is complicated by the lack of accurate extreme data at any one site.
(Insert boilerplate caveat about individual extreme data points not sufficient for demonstrating a trend).
The range is determined by only the two extreme data values.
Algorithms such as fuzzy-k means perform well, but can be biased by extreme data.
Central bar – median; box – 25 75 percentiles; whiskers – most extreme data points not considered as outliers; crosses – outliers.
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