# Multiple Imputation Through 'XGBoost'

## Documentation for package ‘mixgb’ version 2.2.3

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

check_data | Sanity check for input data before imputation
createNA | Create missing values for a dataset
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'
newborn | NHANES III (1988-1994) newborn data
nhanes3 | A small subset of the NHANES III (1988-1994) newborn data
show_var | Show multiply imputed values for a single variable