Look before you leap: a confidence-based method for selecting species criticality while avoiding negative populations in τ-leaping.

The stochastic simulation algorithm was introduced by Gillespie and in a different form by Kurtz. There have been many attempts at accelerating the algorithm without deviating from the behavior of the simulated system. The crux of the explicit τ-leaping procedure is the use of Poisson random variabl...