It is possible to violate the assumption of normal distribution and still have a robust result.

Question

Quizplus · Accepted Answer

Robust statistical methods, such as the median or trimmed mean, are able to handle some deviations from normal distribution and provide reliable results. However, the extent to which the assumption of normality can be violated and still maintain robustness depends on the specific method used and the nature of the data.

It Is Possible to Violate the Assumption of Normal Distribution