Multiple Imputation Through 'XGBoost'

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Documentation for package ‘mixgb’ version 1.0.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

mixgb-package	'mixgb': Multiple Imputation Through XGBoost
createNA	Create missing values for a dataset
data_clean	Data cleaning
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
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