The effect of a logarithmic transformation on a variable that is skewed to the right by a few large values is to "squeeze" the values together and make the distribution more symmetric.

Question

Quizplus · Accepted Answer

A logarithmic transformation reduces the effect of large outliers by compressing the scale, which can make a right-skewed distribution more symmetric by bringing the larger values closer to the rest of the data.

The Effect of a Logarithmic Transformation on a Variable That