Show m sets of imputed values for a specified variable.
Usage
show_var(data, imp_list, x, true_values = NULL)
Arguments
- data
The original data with missing data.
- imp_list
A list of m imputed datasets returned by the mixgb imputer.
- x
The name of a variable of interest.
- 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)
imp_list<- mixgb(data = nhanes3, m = 3)
imp_head <- show_var(imp_list = imp_list, x = "head_circumference_cm",
data = nhanes3)
