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Eric Eskin
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The Art of Statistics: How to Learn from Data, by David Spiegelhalter

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The mean and standard deviation can be used as summary descriptions for (most) other distributions, but other measures may also be useful.
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The Art of Statistics: How to Learn from Data
The Art of Statistics: How to Learn from Data
by David Spiegelhalter
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