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2020-reporting's Introduction

Measuring the unknown: an estimator and simulation study for assessing case reporting during epidemic

Repository for simulations of underreporting method, see preprint here: https://www.biorxiv.org/content/10.1101/2021.02.17.431606v1

Folder structure:

  • r: contains r scripts for running the simulations
  • r/functions: contains user written functions used for simulations
  • outputs: Tables and Figures in the paper
  • data: simulated data
  • artwork: figure explaining method used in the paper.

Scripts

  • 00_packages: This can be run once to install the needed packages.
  • 01_simulate_outbreaks.R: Simulates outbreaks of various sizes.
  • 02_remove_cases.R: Removes a proporiton of cases from the simulated outbreaks.
  • 03_combine_sims.R: Combines all the simulations together.
  • 04_create_measures.R: Calculates the performance measures used to evaluate the method under the simulations.
  • 05_analyse_sims.R: Create graphs and analysis of the simulations using the performance measures.

2020-reporting's People

Contributors

jarvisc1 avatar thibautjombart avatar

Stargazers

Michael DeWitt avatar Pietro Monticone avatar Sam Abbott avatar  avatar

Watchers

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