Key points are not available for this paper at this time.
John Aitchison, On the Distribution of a Positive Random Variable Having a Discrete Probability Mass at the Origin, Journal of the American Statistical Association, Vol. 50, No. 271 (Sep., 1955), pp. 901-908
John D. Aitchison (Thu,) studied this question.