Random nonlinear SIS-epidemiological models under general hypotheses are proposed.
Random Variable Transformation method provides probabilistic solution of SIS-model.
First probability density of the solution of random SIS-model is determined.
Time until a certain proportion of susceptibles remains in the population is given.
A probabilistic meaning of the reproductive number R0 is provided.