The prerequisite for most of the statistical tests is normal data distribution. In addition, The assumption of normality needs to be checked for many statistical procedures, namely parametric tests, for the reason that their validity depends on it. Statistical errors are common in scientific literature and about 50% of the published articles have at least one error. That is to say, the normal distribution is always symmetrical about the mean. Many everyday data sets typically follow a normal distribution: for example, the heights of adult humans, the scores on a test given to a large class, errors in measurements. In addition, It has a shape often referred to as a “bell curve.” A normal distribution is a common probability distribution.
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