Why residuals follow normal distribution in regression analysis?
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When the residuals are not normally distributed, then the hypothesis that they are a random dataset, takes the value NO.
This means that in that case your (regression) model does not explain all trends in the dataset. ...
Thus, your predictors technically mean different things at different levels of the dependent variable.
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