Analysis related to: Nader, I.W., Zeilinger, E.L., Jomar, D., & Zauchner, C. Onset of effects of non-pharmaceutical interventions on COVID-19 infection rates in 176 countries. BMC Public Health 21, 1472 (2021). https://doi.org/10.1186/s12889-021-11530-0
With contributions from:
- Dana Jomar
- Clemens Zauchner
- Estimate average effect of individual measures (as opposed to effects of measure bundles implemented at the same time in a specific country)
- Estimate the onset of effects: How long does it take for each measure to affect the growth rate
- Using a non-parametrical approach (random forest) and ALE plots to visualize what the model has learned from the data
- bootstrap analysis to estimate variability in effects
See the LICENSE file for license rights and limitations (GPL-v3).