Checking Normality for Parametric Tests
Marshall, Ellen, Peter Charles Samuels · BCU Open Access Repository (Birmingham City University) · 2017
One of the assumptions for most parametric tests to be reliable is that the data is approximately normally distributed. The normal distribution peaks in the middle and is symmetrical about the mean. Data does not need to be perfectly normally distributed for the tests to be reliable.