Proper Scoring Rules for Missing Value Imputation
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Documentation for package ‘Iscores’ version 1.2.0
Help Pages
| compare_Iscores | Calculates IScores for multiple imputation functions |
| DR_IScore | Compute the imputation KL-based scoring rules |
| edistance | Energy distance |
| energy_IScore | Calculates Imputation Score for imputation function |
| exp_imputation | Standard exponential imputation |
| median_mode_imputation | Median/mode imputation |
| norm_imputation | Standard normal imputation |
| random_mcar_data | Generate random data with MCAR missing values |
| random_mcar_mixed_data | Generate random mixed data with MCAR missing values |