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The methods discussed in this tutorial, such as t-tests, assume normal population distributions. While normality is not crucial, there are strategies to make data appear more normal, enhancing the validity of the methods being used. Values like distances, times, and money, which are typically positive, often result in right-skewed histograms. Despite the confusion, "right-skewed" means the distribution leans to the right, opposite of what may be perceived at first glance.