MAP                     Missing data spike-in in MAP pattern
MAR                     Missing data spike-in in MAR pattern
MCAR                    Missing data spike-in in MCAR pattern
MNAR                    Missing data spike-in in MNAR pattern
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
missCompare             'missCompare': Missing Data Imputation
                        Comparison Framework
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_NLPCA   Testing the 'pcaMethods' NLPCA missing data
                        imputation algorithm
test_pcaMethods_Nipals
                        Testing the 'pcaMethods' NIPALS 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
