Lognormal

The density function of the lognormal distribution is

\[  f(x) = \frac{1}{x\sqrt {2\pi \sigma ^2}}\mbox{exp}\left(\frac{-(\mbox{ln}(x) - \mu )^2}{2\sigma ^2}\right)  \]

where $x > 0$.

Parameters:

$\mu $

is the mean of $\mbox{ln}(x) \sim \mbox{Normal}(\mu , \sigma ^2)$.

$\sigma $

is the standard deviation of $\mbox{ln}(x) \sim \mbox{Normal}(\mu , \sigma ^2)$, $\sigma > 0$.