Package index • mixgb

All functions

createNA(): Create missing values for a dataset

data_clean(): Data cleaning

default_params(): Auxiliary function for validating xgb.params

default_params_cran(): Auxiliary function for validating xgb.params compatible with XGBoost CRAN version

impute_new(): Impute new data with a saved mixgb imputer object

mixgb(): Multiple imputation through XGBoost

mixgb_cv(): Use cross-validation to find the optimal nrounds

nhanes3: A small subset of the NHANES III (1988-1994) newborn data

nhanes3_newborn: NHANES III (1988-1994) newborn data

show_var(): Show multiply imputed values for a single variable