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Table 3 Process (PDE model) and observation model parameters, prior distributions and sources

From: Predicting the spread and persistence of genetically modified dominant sterile male mosquitoes

Parameter

Prior parameters

Prior distribution

Source

Mortality (\(\mu\))

\(\theta _\mu\): mixture (see Fig. 2)

Beta

Experts

Diffusion (D)

\(\theta _D\): mixture (see Fig. 2)

Log-normal

Experts

Swarm attraction (\(\alpha\))

\(\theta _\alpha = \{ -2, 1 \}\)

Log-normal

Weakly informative

Swarm range (\(\sigma\))

\(\theta _\sigma = \{3.5, 4 \}\)

Log-normal

Literature

Catchability cfr (\(p_{\text{cfr}}\))

\(\theta _{\text{cfr}} =\{1, 1\}\)

Beta

Weakly informative

Catchability psc (\(p_{\text{psc}}\))

\(\theta _{\text{psc}} =\{1.4, 1\}\)

Beta

SOP

Catchability SS (\(p_{\text{ss}}\))

\(\theta _{\text{ss}} =\{10, 20\}\)

Beta

SOP

  1. cfr Clay pots resting catches, psc pyrethroid spray catches, SS swarming samples, PDE partial differential equation, SOP standard operating procedures (the procedure used during the MRR experiments are described in a set of SOP that were made available to us as part of an independent risk assessment process)