calculate_convergence |
Calculates convergence based on NMSE |
check_predictor_matrix |
Performs checks on a custom predictor matrix |
create_predictor_matrix |
Creates the default predictor matrix with 0 diagonal and 1 elements in the rest. |
evaluate_imputation_error |
Evaluate the imputation error when true values are known. |
missForest |
Imputes a dataframe and returns imputation models to be used on new observations |
missForestPredict |
Imputes a new dataframe based on the missForest models |
produce_NA |
Produces a dataframe with missing values |
prop_usable_cases |
Calculates variable-wise proportion of usable cases (missing and observed) |