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...According to Smeets and Einmahl, the fastest time that the men are capable of sprinting is 9.51 seconds, and for the female 100m sprinters, that would be a time of 10.33. In a more cautious estimate (95% confidence), the predicted times are 9.21 for the men and 9.88 for the women.
Extreme-value theory is a sub-sector of statistics, which tries to answer questions about extreme events (which by definition are uncommon), using information about less extreme events. The theory is normally applied within the financial and insurance world to estimate the risk of extreme damage resulting from storms, earthquakes or the bursting of a dyke, for example, in order to calculate premiums.
(Image credit: blog.wonghongting.com)
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