I'm currently trying to solve a maximum likelihood estimation of a random variable which is assumed to be log normal distributed.
For this I compute the log of all sample values I have in order to compute mean and variance of the (normal-)distribution.
My problem is that always if a value drops below one, its log() will be negative. In my solving algorithm I need to compute the standard deviation, which is not possible for negative values.
Am I missing something?