A normal distribution is not a naturally occurring phenomenon, but the assumption of normality is a basic premise for many statistical analyses. If your data is not normal, or approximately normal, certain statistical tests cannot be performed because the results obtained may not be valid. Researchers often go to great lengths to perform tests on their data to determine if their data approximates a normal distribution within certain parameters and reasonable limits.
So, what is normality and how would you define normality?
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