Hemant Ishwaran

Vignettes 

  1. Ishwaran H., Lu M. and Kogalur U.B. (2021). randomForestSRC: getting started with randomForestSRC vignette. [pdf] [html]
  2. Ishwaran H., Lu M. and Kogalur U.B. (2021). randomForestSRC: installing randomForestSRC vignette. [pdf] [html]
  3. Ishwaran H., Lu M. and Kogalur U.B. (2021). randomForestSRC: parallel processing vignette. [pdf] [html]
  4. Ishwaran H., Lu M. and Kogalur U.B. (2021). randomForestSRC: hybrid parallel processing vignette. [pdf] [html]
  5. Ishwaran H., Lu M. and Kogalur U.B. (2021). randomForestSRC: randomForestSRC algorithm vignette. [pdf] [html]
  6. Ishwaran H., Lu M. and Kogalur U.B. (2021). randomForestSRC: speedup random forest analyses vignette. [pdf] [html]
  7. Ishwaran H., Lauer M.S., Blackstone E.H., Lu M. and Kogalur U.B. (2021). randomForestSRC: random survival forests vignette. [pdf] [html]
  8. Ishwaran H., Gerds T.A., Lau B.M., Lu M. and Kogalur U.B. (2021). randomForestSRC: competing risks vignette. [pdf] [html]
  9. Ishwaran H., O'Brien R., Lu M. and Kogalur U.B. (2021). randomForestSRC: random forests quantile classifier (RFQ) vignette. [pdf] [html]
  10. Ishwaran H., Tang F., Lu M. and Kogalur U.B. (2021). randomForestSRC: multivariate splitting rule vignette. [pdf] [html]
  11. Ishwaran H., Mantero A., Lu M. and Kogalur U.B. (2021). randomForestSRC: sidClustering vignette. [pdf] [html]
  12. Ishwaran H., Lu M. and Kogalur U.B. (2021). randomForestSRC: variable importance (VIMP) with subsampling inference vignette. [pdf] [html]
  13. Ishwaran H., Chen X., Minn A.J., Lu M., Lauer M.S. and Kogalur U.B. (2021). randomForestSRC: minimal depth vignette. [pdf] [html]
  14. Ishwaran H., Lu M. and Kogalur U.B. (2021). randomForestSRC: forest weights, in-bag (IB) and out-of-bag (OOB) ensembles vignette. [pdf] [html]
  15. Ishwaran H., Lu M. and Kogalur U.B. (2021). randomForestSRC: partial plots vignette. [pdf] [html]
  16. Ishwaran H., Lu M. and Kogalur U.B. (2022). randomForestSRC: AUC splitting rule for multiclass problems. [pdf] [html]
  17. Lu M., Zhou L., Shear A., Kogalur U.B. and Ishwaran H. (2024). varPro: variable selection for unsupervised problems vignette. [pdf] [html]
  18. Ishwaran H., Lu M. and Kogalur U.B. (2025). randomForestSGT: getting started vignette. [pdf] [html]
  19. Lu M., Shear A., Kogalur U.B. and Ishwaran H. (2025). partialPro: partial effects from a VarPro analysis vignette. [pdf] [html]
  20. Lu M., Shear A., Kogalur U.B. and Ishwaran H. (2025). isopro: identifying anomalous data vignette. [pdf] [html]
  21. Lu M., Shear A., Kogalur U.B. and Ishwaran H. (2025). ivarPro: individual variable priority vignette. [pdf] [html]
  22. Lu M., Shear A., Kogalur U.B. and Ishwaran H. (2025). varPro: getting started with varPro vignette. [pdf] [html]
  23. Ishwaran H., Lu M. and Kogalur U.B. (2026). randomForestSRC: Uno IPCW weighting, stabilization, and fast computation for improved concordance vignette. [pdf] [html]
  24. Ishwaran H., Lu M. and Kogalur U.B. (2026). randomForestSRC: learned test-time imputation vignette. [pdf] [html]
  25. Ishwaran H., Lu M. and Kogalur U.B. (2026). randomForestRHF: getting started vignette. [pdf] [html]