Multiple Imputation Through 'XGBoost'

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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