DEFINITION of 'Tail Risk'
A form of portfolio risk that arises when the possibility that an investment will move more than three standard deviations from the mean is greater than what is shown by a normal distribution.
INVESTOPEDIA EXPLAINS 'Tail Risk'
When a portfolio of investments is put together, it is assumed that the distribution of returns will follow a normal pattern. Under this assumption, the probability that returns will move between the mean and three standard deviations, either positive or negative, is 99.97%. This means that the probability of returns moving more than three standard deviations beyond the mean is 0.03%, or virtually nil. However, the concept of tail risk suggests that the distribution is not normal, but skewed, and has fatter tails. The fatter tails increase the probability that an investment will move beyond three standard deviations.
Distributions that are characterized by fat tails are often seen when looking at hedge fund returns.

Hedge Fund
An aggressively managed portfolio of investments that uses leveraged, ... 
Leptokurtic
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Platykurtic
A type of statistical distribution where the points along the ... 
Long Tail
In business, long tail is a phrase coined by Chris Anderson, ... 
Coskewness
A statistical measure that calculates the symmetry of a variable's ... 
Covariance
A measure of the degree to which returns on two risky assets ...

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