The logarithmic distribution is a continuous distribution for a variate with probability function
| (1) |
and distribution function
| (2) |
It therefore applies to a variable distributed as , and has appropriate normalization.
Note that the log-series distribution is sometimes also known as the logarithmic distribution, and the distribution arising in Benford's law is also "a" logarithmic distribution.
The raw moments are given by
| (3) |
The mean is therefore
| (4) |
The variance, skewness, and kurtosis excess are slightly complicated expressions.