SPAR-Forest & SPAR-Forest-ERF

Code for SPAR-Forest and SPAR-Forest-ERF

Papers & Citations

MacBride, C., Davies, V., & Lee, D. (2024). A spatial autoregressive random forest algorithm for small-area spatial prediction. Annals of Applied Statistics.

@article{macbride2024spatial,
  title={A spatial autoregressive random forest algorithm for small-area spatial prediction},
  author={MacBride, Cara and Davies, Vinny and Lee, Duncan},
  journal={Annals of Applied Statistics},
  year={2024},
  publisher={Institute of Mathematical Statistics}
}

Lee, D. & Davies, V. (2026). A spatial random forest algorithm for population-level epidemiological risk assessment. In submission.

@article{leedavies2026,
  title={A spatial random forest algorithm for population-level epidemiological risk assessment},
  author={Lee, Duncan and Davies, Vinny},
  journal={In Submission},
  year={2026}
}

Instructions

Instructions are available in the README files of the individual folders.