An S7 class for storing multiple imputation results from mice.
Usage
ImputationResult(
mice_object = NULL,
m = 5L,
method = "pmm",
imputed_vars = character(0),
n_missing = list(),
original_data = data.frame(),
metadata = list()
)Arguments
- mice_object
The mice mids object containing imputed datasets
- m
Integer number of imputations performed
- method
Character string or vector specifying imputation method(s)
- imputed_vars
Character vector of variables that were imputed
- n_missing
List with count of missing values per variable
- original_data
The original data frame before imputation
- metadata
List of additional metadata
Examples
if (FALSE) { # \dontrun{
data <- data.frame(x = c(1, NA, 3), y = c(NA, 2, 3))
result <- perform_multiple_imputation(data, m = 5)
result@m # Number of imputations
result@imputed_vars # Variables that were imputed
} # }