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JDS 2020 Code Supplement

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Description

This repository allows to reproduce the experiments in

Kutateladze, V., & Seregina, E. (2021). Fast and Efficient Data Science Techniques for COVID-19 Group Testing. Journal of Data Science, 1-19. doi:10.6339/21-JDS1011

  • File Identification.py reproduces Figure 3.
  • File RMSE.py, Sensitivity.py, Specificity.py, ROC.py reproduce Figures 4, A2, A3.
  • File Tapestry.py reproduces Figure A4.
  • File ImprovementFactor.py reproduces Table 1.

Citations

Please use the following BibTeX entry:

@article{kutateladze_seregina_2021,
    author = {Varlam Kutateladze and Ekaterina Seregina},
    title = {Fast and Efficient Data Science Techniques for COVID-19 Group Testing},
    journal = {Journal of Data Science},
    year = {2021},
    pages = {1-19},
    doi = {10.6339/21-JDS1011},
    issn = {1680-743X},
    publisher = {School of Statistics, Renmin University of China}
}

License

License

Copyright © 2021 Varlam Kutateladze and Ekaterina Seregina. For details see the LICENSE file.