Graphs with specified degree distributions, simple epidemics, and local vaccination strategies
- 1 December 2007
- journal article
- Published by Cambridge University Press (CUP) in Advances in Applied Probability
- Vol. 39 (4), 922-948
- https://doi.org/10.1239/aap/1198177233
Abstract
Consider a random graph, having a prespecified degree distribution F, but other than that being uniformly distributed, describing the social structure (friendship) in a large community. Suppose that one individual in the community is externally infected by an infectious disease and that the disease has its course by assuming that infected individuals infect their not yet infected friends independently with probability p. For this situation, we determine the values of R0, the basic reproduction number, and τ0, the asymptotic final size in the case of a major outbreak. Furthermore, we examine some different local vaccination strategies, where individuals are chosen randomly and vaccinated, or friends of the selected individuals are vaccinated, prior to the introduction of the disease. For the studied vaccination strategies, we determine Rv, the reproduction number, and τv, the asymptotic final proportion infected in the case of a major outbreak, after vaccinating a fraction v.Keywords
This publication has 14 references indexed in Scilit:
- Generating Simple Random Graphs with Prescribed Degree DistributionJournal of Statistical Physics, 2006
- Efficient Immunization Strategies for Computer Networks and PopulationsPhysical Review Letters, 2003
- Foundations of Modern ProbabilityProbability and Its Applications, 2002
- Random GraphsPublished by Cambridge University Press (CUP) ,2001
- Epidemics and percolation in small-world networksPhysical Review E, 2000
- Random GraphsPublished by Wiley ,2000
- Stochastic Epidemic Models and Their Statistical AnalysisLecture Notes in Statistics, 2000
- The Size of the Giant Component of a Random Graph with a Given Degree SequenceCombinatorics, Probability and Computing, 1998
- A critical point for random graphs with a given degree sequenceRandom Structures & Algorithms, 1995
- Branching ProcessesPublished by Springer Science and Business Media LLC ,1972