Impute Additional Variables Using MICE — impute_additional

Internal function to impute missing values in additional variables using MICE.

Usage

impute_additional_variables(
  imputed_datasets,
  impute_vars,
  births,
  mice_covs,
  mice_m,
  mice_maxit,
  mice_method,
  seed,
  check_birth_cols = TRUE
)

Arguments

imputed_datasets: List of datasets with arsenic exposure already imputed
impute_vars: Character vector of variables to impute
births: Original birth data frame
mice_covs: Character vector of covariates for MICE
mice_m: Number of MICE imputations
mice_maxit: Maximum MICE iterations
mice_method: MICE imputation method
seed: Random seed
check_birth_cols: Logical indicating whether to check if impute_vars exist in the birth data

Value

List of datasets with additional variables imputed