Format

Send to

Choose Destination
Phys Rev E Stat Nonlin Soft Matter Phys. 2009 Aug;80(2 Pt 1):021922. Epub 2009 Aug 19.

Stochastic fluctuations in the susceptible-infective-recovered model with distributed infectious periods.

Author information

1
Theory Group, School of Physics and Astronomy, University of Manchester, Manchester M13 9PL, United Kingdom.

Abstract

We investigate a stochastic model of infection dynamics based on the Susceptible-Infective-Recovered (SIR) model, where the distribution of the recovery times can be tuned, interpolating between exponentially distributed recovery times, as in the standard SIR model, and recovery after a fixed infectious period. This is achieved by introducing L infective classes, as compared to 1 in the standard model. For large populations, the spectrum of fluctuations around the deterministic limit of the model can be computed analytically. The demographic stochasticity has the effect of transforming the decaying oscillations of the deterministic model into sustained oscillations in the stochastic formulation. We find that the amplification of these stochastic oscillations increases with L , as well as their coherence in frequency. For large values of L (of the order of 10 and greater), the height and position of the peak of the power spectra changes little and is described well by the model with fixed recovery period (L-->infinity) . In this limit we give a closed-form expression for the power spectrum of fluctuations of infective individuals.

PMID:
19792166
DOI:
10.1103/PhysRevE.80.021922
[Indexed for MEDLINE]

Supplemental Content

Loading ...
Support Center