Imputation Procedures and Quality Tests for Fuzzy Data
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Documentation for package ‘FuzzyImputationTest’ version 0.2.0
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| ApplyStatisticalTests | Statistical epistemic tests the imputed values. |
| CalculateFuzzyMeasures | Calculation of the fuzzy measures for the imputed values. |
| ErrorMatrix | Calculation of the errors for the imputed values. |
| FuzzifyMatrix | Fuzzyfing the crisp values. |
| FuzzyImputation | Main method to impute fuzzy values. |
| FuzzyNumbersToMatrix | Conversion of a list of fuzzy numbers into a matrix. |
| ImputationDimp | DIMP (d-imputation) method for fuzzy numbers. |
| ImputationTests | Battery of test for the imputed fuzzy values. |
| IntroducingNA | Introducing NAs to the specified matrix. |
| MatrixToFuzzyNumbers | Conversion of a matrix to a list of fuzzy numbers. |
| MeasureAHD | Function to calculate the AHD distance between two fuzzy numbers. |
| MeasureEuclidean | Function to calculate the Euclidean distance between two fuzzy numbers. |
| MeasureHSD | Function to calculate the HSD distance between two fuzzy numbers. |
| RemoveNotFuzzy | Removing values that are not fuzzy numbers. |
| StatisticalMeasures | Calculation of statistical measures for errors of the imputed data. |