mathematicians and physicists often prefer the natural logarithm, resulting in a unit of "nat"s for the entropy.

However, the chosen measure is crucial, even though the typical use of the Lebesgue measure is often defended as a "natural" choice: Which measure is chosen determines the entropy and the consequent maximum entropy distribution.

Distributions with measured constants

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