As n increases, the distribution becomes more normal per the central limit theorem.
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Nobody invented skewed distributions! There are more distributions that are skewed than are symmetrical, and they were discovered as various distribution functions were discovered.
No.
It is not at all skewed. As to oddly shaped, it depends on your expectations.
A distribution that is NOT normal. Most of the time, it refers to skewed distributions.
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