Effect of power transformations

Power transformations affect the skewness of data.

If a power transformation with p > 1 is applied to data with a symmetric distribution, it will make the data skew with a long right tail. If the power transformation has p < 1, the distribution will become one with a long left tail.

In practice, power transformations are used to do the opposite. They can change many skewness distributions into fairly symmetric ones.