Platykurtosis – Investopedia



What is ‘Platykurtosis ‘

Platykurtosis is a statistical measure that refers to the relative flatness of a probability distribution. A normal bell-shaped distribution is considered “mesokurtic.” A distribution that is significantly flatter than that is considered “platykurtic.” A platykurtic distribution has a lower peak than a normal distribution and “lighter tails,” that is, few, if any, values at the extreme ends of the curve. A “leptokurtic” distribution, on the other hand, has a higher peak than a normal distribution and heavier tails, that is, more values at the extreme ends of the curve.

BREAKING DOWN ‘Platykurtosis ‘

Kurtosis is a statistical measure of the tails of a probability distribution. A normal distribution and other mesokurtic distributions have a kurtosis value of 3. Leptokurtic distributions have values significantly greater than 3, and platykurtic distributions have kurtosis values that are significantly lower than 3.

Kurtosis is important because other measures that describe a distribution, such as its mean and standard deviation, fail to give a complete picture. Two distributions can have the same mean and standard deviation but have very different kurtoses, meaning that the probability of extreme values in them can be very different.

In finance, the kurtosis of a probability distribution is important because the distribution of returns of a security is an important consideration, especially for risk managers. If the distribution of historical returns of a particular stock is platykurtic, that means there is less chance of extreme outcomes.

A stock with a leptokurtic distribution of historical returns, on the other hand, will have more extreme values at both ends of the distribution. That is, there will be more extremely high values and extremely low values than you would find in a normal distribution or a platykurtic distribution. This indicates that the odds of an extreme outcome of some kind, either positive or negative, is greater.

The distribution of international equity market returns, for example, has been found to be non-normal and at least partially leptokurtic in the sense that the tail on the left side of the curve is fatter than in a normal curve. This means that there is a greater than normal chance of a negative outcome.



Source link