CubistR                 Cubist method for imputation
Detect                  Detect variable type in a data matrix
Rmse                    calculate the RMSE or NRMSE
SimEval                 Evaluate imputation performance by simulation
SimIm                   Introduce some missing values into a data
                        matrix
gbmC                    boosting tree for imputation
glmboostR               Boosting for regression
guess                   Impute by (educated) guessing
impute                  General Imputation Framework in R
imputeR-package         imputeR-package description
lassoC                  logistic regression with lasso for imputation
lassoR                  LASSO for regression
major                   Majority imputation for a vector
mixError                Calculate mixed error when the imputed matrix
                        is mixed type
mixGuess                Naive imputation for mixed type data
mr                      calculate miss-classification error
orderbox                Ordered boxplot for a data matrix
parkinson               Parkinsons Data Set
pcrR                    Principle component regression for imputation
plotIm                  Plot function for imputation
plsR                    Partial Least Square regression for imputation
ridgeC                  Ridge regression with lasso for imputation
ridgeR                  Ridge shrinkage for regression
rpartC                  classification tree for imputation
spect                   SPECT Heart Data Set
stepBackC               Best subset for classification (backward)
stepBackR               Best subset (backward direction) for regression
stepBothC               Best subset for classification (both direction)
stepBothR               Best subset for regression (both direction)
stepForC                Best subset for classification (forward
                        direction)
stepForR                Best subset (forward direction) for regression
tic                     Insurance Company Benchmark (COIL 2000) Data
                        Set
