Function reference • 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-package: mixgb: Multiple Imputation Through XGBoost

mixgb(): Multiple imputation through XGBoost

mixgb0(): Multiple imputation through XGBoost (Original version)

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

plot_1num1fac(): Box plots with points for one numeric variable vs one factor (or integer) variable.

plot_1num2fac(): Box plots with overlaying data points for a numeric variable vs a factor condition on another factor

plot_2fac(): Bar plots for two imputed factor variables

plot_2num(): Scatter plots for two imputed numeric variables

plot_2num1fac(): Scatter plots for two imputed numeric variables conditional on a factor

plot_bar(): Bar plots for multiply imputed values for a single factor variable

plot_box(): Boxplots with data points for multiply imputed values for a single numeric variable

plot_hist(): Histogram with density plots for multiply imputed values for a single numeric variable

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