Astrophysics (Index)About

kurtosis

(measure of the probability of a distribution's tails)

The term kurtosis refers to the degree to which a probability distribution has tails, regions of small probability extending high and/or low from the highest-probability distribution. A widely-used measure (due to Karl Pearson) is the fourth Pearson moment of the distribution. A formula:

           Σ (Yi-m)4
kurtosis = —————————
           Σ (Yi-m)2

That of the normal distribution is always 3, so sometimes 3 is subtracted from the above formula, which is then more precisely termed the excess kurtosis.


(statistics,measure)
Further reading:
https://en.wikipedia.org/wiki/Kurtosis
https://www.itl.nist.gov/div898/handbook/eda/section3/eda35b.htm
https://statisticsbyjim.com/basics/kurtosis/

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