Resources
R codes
Some of these might be outdated or there could be already developed R packages to do a better job, but might still be helpful:
- Split multiple response entry column(s) in R
- Organise Variables in a dataframe
- Summariz(s)e all the variables in a dataframe
- Data Management and Analysis with R – Training materials.
R shiny dashboards
Warning: Some of the links might be broken due to updates in underlying R packages (or AUTH policies in some APIs) but you can always access source code upon request:
- Malaria Death Rates and Global trends
- Real-time field survey tracking – Source code and demo available upon request.
- Real-time visualization and analysis of Twitter activity – May fail due change in Twitter API AUTH policy change. As already mentioned, all source codes are available.
Software
- No-code platform for end-to-end ML/AI prediction – Still under development
R packages
- pcoxtime – R package for penalized survival analysis (on CRAN)
- varpred – R package for outcome plots (on github)
- satpred – R package for pipeline for survival analysis training and prediction pipeline (on github)
- glmnetpostsurv – User friendly wrapper for glment survival models (on github)
Work in-progress
R packages
- safisha – R package for automated data quality and report generation. Complete but yet to be made open source.
- refrange – R package for the clinicians to estimate age-related changes in immune biomarkers in health South African children (on github)
Book chapters
- A Step Towards Statistical Analysis in R