Man pages for mixgb
Multiple Imputation Through 'XGBoost'
| 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... |
| 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' |
| mixgb-package | mixgb: Multiple Imputation Through 'XGBoost' |
| newborn | NHANES III (1988-1994) newborn data |
| nhanes3 | A small subset of the NHANES III (1988-1994) newborn data |
| pmm | PMM for numeric or binary variable |
| pmm.multiclass | PMM for multiclass variable |
| show_var | Show multiply imputed values for a single variable |
| sortNA | Sort data by increasing number of missing values |
