SuperLearner Method for MICE


[Up] [Top]

Documentation for package ‘superMICE’ version 1.1.1

Help Pages

binarySuperLearner Function to generate imputations using SuperLearner for data with a binary outcome.
continuousSuperLearner Function to generate imputations using SuperLearner for data with a continuous outcome
gaussianKernel Kernel functions used for local imputation
jackknifeBandwidthSelection Jackknife method for selection bandwidth
jackknifeVariance Computes jackknife variance
localImputation Function to generate imputations using non-parametric and semi-parametric local imputation methods.
mice.impute.SuperLearner SuperLearner method for 'mice' package.