show_var: Show multiply imputed values for a single variable

In mixgb: Multiple Imputation Through 'XGBoost'

Show multiply imputed values for a single variable

Description

Show m sets of imputed values for a specified variable.

Usage

show_var(imputation.list, var.name, original.data, true.values = NULL)

Arguments

imputation.list	A list of m imputed datasets returned by the mixgb imputer.
var.name	The name of a variable of interest.
original.data	The original data with missing data.
true.values	A vector of the true values (if known) of the missing values. In general, this is unknown.

Value

A data.table with m columns, each column represents the imputed values of all missing entries in the specified variable. If true.values is provided, the last column will be the true values of the missing values.

Examples

#obtain m multiply datasets
library(mixgb)
mixgb.data <- mixgb(data = nhanes3, m = 3)

imputed.BMPHEAD <- show_var(imputation.list = mixgb.data, var.name = "BMPHEAD",
  original.data = nhanes3)

mixgb documentation built on April 12, 2025, 1:22 a.m.