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Within and between classroom transmission patterns of seasonal influenza and pandemic management strategies at schools

Source codes accompanying Endo et al. "Within and between classroom transmission patterns of seasonal influenza among primary school students in Matsumoto city, Japan" and Endo et al. "Simulating respiratory disease transmission within and between classrooms to assess pandemic management strategies at schools" (in press).

Main files

  • src/inference.jl: Script for inference of transmission patterns of seasonal influenza in Matsumoto city
  • src/simulation.jl: Script for school outbreak simulation
  • src/outputs_inference.jl Script for plotting inference results
  • src/clusteringanalysis.jl Analysis of temporal clustering of students' onset dates
  • src/householdsimulation.jl Model validation by simulated of household-school outbreaks
  • src/hetLK.jl Function definitions for household likelihood
  • src/SchoolOutbreak.jl Function and structure definitions for inference and simulation
  • src/schooloutbreaks_Texas.jl Comparison between empirical (Texas, US) and simulated school outbreak sizes
  • data/anonymizedstudents.jld2 JLD2 data file containing anonymized data
  • output/Matsumoto_MCMCsamples.csv Posterior MCMC samples generated by inference.jl

Licence

MIT

Dependencies

  • Julia ver. 1.5.2
  • CSV.jl ver. 0.8.3
  • DataFrames.jl ver. 0.22.5
  • JLD2.jl ver. 0.2.4
  • Distributions.jl ver. 0.23.2
  • Mamba.jl ver. 0.12.2
  • Optim.jl ver. 1.2.3
  • StatsPlots.jl ver. 0.14.19
  • InvertedIndices.jl ver. 1.0.0
  • DataStructures.jl ver.0.18.9
  • StatsBase.jl ver. 0.33.2
  • StatsFuns.jl ver. 0.9.6
  • Plots.jl ver. 1.10.3
  • IJulia.jl ver. 1.23.1
  • RCall.jl ver. 0.13.10
  • R ver. 4.1.0
  • {IRkernel} ver. 1.2
  • {distr} ver. 2.8.0
  • {royston} ver. 1.2
  • Python ver. 3.7.4
  • Jupyter Notebook ver. 4.5.0

Authors

Akira Endo, Mitsuo Uchida, Naoki Hayashi, Yang Liu, Katie Atkins, Adam Kucharski, Sebastian Funk

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Transmission patterns of seasonal influenza and pandemic management strategies

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