The distribution of a statistic is important in order to understand how it behaves.
This can help us make informed decisions about which samples to collect and how to analyze them. In order to fit a distribution to a data set, we need to know certain information about the population from which the data set comes.
This includes the shape and size of the distribution, as well as the location and dispersion of its points.
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