The first is the lognormal distribution. Let X be N(p, a2) and consider
the transformation X = In Y or, equivalently, Y = ex >O; that is, here
we are assuming that the logarithm of a random variable has a normal
distribution. Thus we see that Y is a positive random variable with the
lognormal p.d.f.