| missCompare-package | missCompare: Missing Data Imputation Comparison Framework |
| all_patterns | Missing data spike-in in various missing data patterns |
| clean | Dataframe cleaning for missing data handling |
| clindata_miss | Clinical dataset with missingness |
| get_data | Extraction of metadata from dataframes |
| impute_data | Missing data imputation with various methods |
| impute_simulated | Imputation algorithm tester on simulated data |
| MAP | Missing data spike-in in MAP pattern |
| MAR | Missing data spike-in in MAR pattern |
| MCAR | Missing data spike-in in MCAR pattern |
| missCompare | missCompare: Missing Data Imputation Comparison Framework |
| MNAR | Missing data spike-in in MNAR pattern |
| post_imp_diag | Post imputation diagnostics |
| simulate | Simulation of matrix with no missingness |
| test_AmeliaII | Testing the Amelia II missing data imputation algorithm |
| test_aregImpute | Testing the Hmisc aregImpute missing data imputation algorithm |
| test_kNN | Testing the VIM kNN missing data imputation algorithm |
| test_mean_imp | Testing the mean imputation algorithm |
| test_median_imp | Testing the median imputation algorithm |
| test_mi | Testing the mi missing data imputation algorithm |
| test_mice_mixed | Testing the mice mixed missing data imputation algorithm |
| test_missForest | Testing the missForest missing data imputation algorithm |
| test_missMDA_EM | Testing the missMDA EM missing data imputation algorithm |
| test_missMDA_reg | Testing the missMDA regularized missing data imputation algorithm |
| test_pcaMethods_BPCA | Testing the pcaMethods BPCA missing data imputation algorithm |
| test_pcaMethods_Nipals | Testing the pcaMethods NIPALS missing data imputation algorithm |
| test_pcaMethods_NLPCA | Testing the pcaMethods NLPCA missing data imputation algorithm |
| test_pcaMethods_PPCA | Testing the pcaMethods PPCA missing data imputation algorithm |
| test_pcaMethods_svdImpute | Testing the pcaMethods svdImpute missing data imputation algorithm |
| test_random_imp | Testing the random replacement imputation algorithm |