Hill stated that "An interesting open problem is to determine which common distributions (or mixtures thereof) satisfy Benford's law ...". This article quantifies compliance with Benford's law for several popular survival distributions. The traditional analysis of Benford's law considers its applicability to datasets. This article switches the emphasis to probability distributions that obey Benford's law. [ABSTRACT FROM AUTHOR]
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