This repository contain code for the analysis contained in the report The future of health in Africa: how achievable is SDG3? (2019, unpublished).
| File | Description | Notebook |
|---|---|---|
| data_for_ifs.Rmd | Code for wrangling UNAIDS data into IFs format. | ... |
| Exploration.Rmd | Code for exploratory data analysis of African health outcomes, including initial cluster analysis. | ... |
| incidence_analysis.Rmd | Code for exploratory data analysis of communicable disease incidence, including a toy model for HIV incidence. | ... |
| mapping.Rmd | Code for mapping SDG3 analysis. Need to assess data dependency to allow the code to run (incomplete). | ... |
| Maternal_mortality.Rmd | Code for exploring nested model approach to analyzing models of maternal mortality. | ... |
| SDG3_cluster.Rmd | Code for cluster analysis of African health outcomes. Includes knn analysis of cluster graduation (using forecasts from IFs) and some exploratory PCA. | ... |
| SDG3_distance.Rmd | Code for developing a distance index for African countries toward SDG3 achievement. | ... |
| SDG_distance_percent.Rmd | Code for evaluating and visualizing distance as a percent (instead of as a standard deviation score). | ... |