simputation-package | simputation |
foretell | Alternative to 'predict' returning values of correct type. |
foretell.default | Alternative to 'predict' returning values of correct type. |
foretell.glm | Alternative to 'predict' returning values of correct type. |
foretell.rpart | Alternative to 'predict' returning values of correct type. |
impute | Impute using a previously fitted model. |
impute_ | Impute using a previously fitted model. |
impute_cart | Decision Tree Imputation |
impute_const | Impute by variable derivation |
impute_em | Multivariate, model-based imputation |
impute_en | (Robust) Linear Regression Imputation |
impute_hotdeck | Hot deck imputation |
impute_knn | Hot deck imputation |
impute_lm | (Robust) Linear Regression Imputation |
impute_median | Impute (group-wise) medians |
impute_mf | Multivariate, model-based imputation |
impute_multivariate | Multivariate, model-based imputation |
impute_pmm | Hot deck imputation |
impute_proxy | Impute by variable derivation |
impute_rf | Decision Tree Imputation |
impute_rhd | Hot deck imputation |
impute_rlm | (Robust) Linear Regression Imputation |
impute_shd | Hot deck imputation |
na.roughfix | Rough imputation for handling missing predictors. |
simputation | simputation |
simputation_capabilities | Capabilities depending on suggested packages. |
simputation_suggests | Capabilities depending on suggested packages. |