superMICE: SuperLearner Method for MICE
Adds a Super Learner ensemble model method (using the 'SuperLearner' package)
to the 'mice' package. Laqueur, H. S., Shev, A. B., Kagawa, R. M. C. (2021) <doi:10.1093/aje/kwab271>.
Version: |
1.1.1 |
Imports: |
stats, mice, SuperLearner |
Suggests: |
arm, bartMachine, class, e1071, earth, extraTrees, gbm, glmnet, ipred, KernelKnn, kernlab, LogicReg, MASS, nnet, party, polspline, randomForest, ranger, rpart, speedglm, spls, xgboost |
Published: |
2022-05-04 |
DOI: |
10.32614/CRAN.package.superMICE |
Author: |
Aaron B. Shev |
Maintainer: |
Aaron B. Shev <abshev at ucdavis.edu> |
License: |
GPL-3 |
NeedsCompilation: |
no |
Materials: |
README |
CRAN checks: |
superMICE results |
Documentation:
Downloads:
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