[…] Extreme value theory: High school students learn the 68%-95%-99.7% rule, which gives the probability that a random observation from a normal distribution is within one, two, or three standard deviation from the mean. That simple rule and elementary probability provide the basis for understanding extreme value theory, which tells you how likely it is to observe an extreme observation in a sample of size N. …