and is a much better estimate of the lag time when σ 1 is small. A similar analysis can be carried out when σ 1 is of order unity, but we will not dive into the details of this calculation here. Numerical results confirm the accuracy of the lag time estimates t s1 and t * s1 when the indicator reaction is slow (see Figures ).