Functions to impute using random forest under full conditional specifications (multivariate imputation by chained equations). The methods are described in Shah and others (2014) <doi:10.1093/aje/kwt312>.
| Version: |
1.0-7 |
| Depends: |
mice (≥ 2.20) |
| Imports: |
mvtnorm, randomForest |
| Suggests: |
missForest, rpart, survival, xtable, ranger |
| Published: |
2022-12-04 |
| DOI: |
10.32614/CRAN.package.CALIBERrfimpute |
| Author: |
Anoop Shah [aut, cre],
Jonathan Bartlett [ctb],
Harry Hemingway [ths],
Owen Nicholas [ths],
Aroon Hingorani [ths] |
| Maintainer: |
Anoop Shah <anoop at doctors.org.uk> |
| License: |
GPL-3 |
| NeedsCompilation: |
no |
| Citation: |
CALIBERrfimpute citation info |
| Materials: |
NEWS |
| In views: |
MissingData |
| CRAN checks: |
CALIBERrfimpute results [issues need fixing before 2026-02-14] |