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The following are the two main reasons.

  • The first is that the inference to be made is usually (but not always) about the mean or standard deviation.
  • Many probability distribution functions (but not all) can be defined in terms of these measures so identifying them is sufficient.
  • They are well studied and their distributions are well known, along with tests for significance.
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