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miceDRF

Imputation with 'mice' and Distributional Random Forests

v0.1.0 · Jun 1, 2026 · GPL-3

Description

Provides a custom imputation method for the 'mice' package based on distributional random forests. The package implements the 'mice.impute.DRF' method, which can be used within the standard 'mice' workflow. Missing values are imputed by estimating conditional distributions with distributional random forests and sampling observed responses using forest weights.

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CRAN Check Status

13 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

examples

Running examples in ‘miceDRF-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: mice.impute.DRF
> ### Title: Imputation with Distributional Random Forests for 'mice'
> ### Aliases: mice.impute.DRF
> 
> ### ** Examples
> 
> library(mice)
Error in library(mice) : there is no package called ‘mice’
Execution halted
OK 7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 2, 2026

Dependency Network

Dependencies Reverse dependencies drf miceDRF

Version History

1 tracked
new 0.1.0 Jun 1, 2026