What is a Normal Distribution?
Before we get into log transformation, let’s quickly talk about normal distribution. Normal distribution is a probability and statistical concept widely used in scientific studies for its many benefits. Just to name a few of these benefits— normal distribution is simple. Its mean, median and mode have the same value and it can be defined with just two parameters: mean and variance. It also has important mathematical implications such as the Central Limit Theorem.