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)