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There are no benefits in doing something that cannot be done. The standard normal distribution is not transformed to the standard distribution because the latter does not exist.

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Q: What is the benefit of transforming standard normal distributions to conform to the standard distribution?
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When it comes to comparing data from different distributions what is the benefit of normal standard distribution?

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Related questions

When it comes to comparing data from different distributions what is the benefit of normal standard distribution?

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