hdImpute

A Batch Process for High Dimensional Imputation

CRAN Package

A correlation-based batch process for fast, accurate imputation for high dimensional missing data problems via chained random forests. See Waggoner (2023) doi:10.1007/s00180-023-01325-9 for more on 'hdImpute', Stekhoven and Bühlmann (2012) doi:10.1093/bioinformatics/btr597 for more on 'missForest', and Mayer (2022) https://github.com/mayer79/missRanger for more on 'missRanger'.

  • Version0.2.1
  • R versionunknown
  • LicenseMIT
  • Needs compilation?No
  • Last release08/07/2023

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  • Imports9 packages
  • Suggests5 packages