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. Author manuscript; available in PMC: 2022 Sep 1.
Published in final edited form as: Netw Sci (Camb Univ Press). 2017 Jun 29;5(3):328–354. doi: 10.1017/nws.2017.10

Table 2.

Closed-form expressions for our key results.

Poisson Bernoulli

Edge separation rate σ = α − 2μ σ = α − 2μ
Edge formation rate λP = (σ + μ)k λB = (σ + μ)k/(1 − k)
Expected lifetime partners EDa(L)=kα/μ EDa(L)=kα/μ
Initial FRS growth rate gP=αkx1k gB=α1+4k(1k)12(1k)(1x)x
Threshold for growth μ/α < k μ/α<12(1k)1+4k(1k)+12k
Equilibrium prevalence* E[A]/n=kxk(1x) E[A]/n=1x(1kx)k(1x)2
Extinction probability z=pexp(k(z1))1(1p)z, solve for z

The expressions depend only on the network parameters k (mean degree), α (edge dissolution rate), and μ (node exit rate). For simplicity, we defined x = μ/α and p = (1 + λp/μ)−1.

*

The equilibrium prevalence is shown for the base model, where new nodes are indistinguishable from existing nodes. The prevalence in our simulations, where new nodes enter with degree 0, is derived in Appendix B.