Rdocumentation
powered by
Learn R Programming
superMICE
R package adding SuperLearner method to MICE
Copy Link
Link to current version
Version
Version
1.1.1
1.0.1
Install
install.packages('superMICE')
Monthly Downloads
65
Version
1.1.1
License
GPL-3
Maintainer
Aaron Shev
Last Published
May 4th, 2022
Functions in superMICE (1.1.1)
Search all functions
gaussianKernel
Kernel functions used for local imputation
jackknifeVariance
Computes jackknife variance
binarySuperLearner
Function to generate imputations using SuperLearner for data with a binary outcome.
mice.impute.SuperLearner
SuperLearner method for
mice
package.
localImputation
Function to generate imputations using non-parametric and semi-parametric local imputation methods.
continuousSuperLearner
Function to generate imputations using SuperLearner for data with a continuous outcome
jackknifeBandwidthSelection
Jackknife method for selection bandwidth