| ApplyStatisticalTests |
Statistical epistemic tests the imputed values. |
| CalculateFuzzyMeasures |
Calculation of the fuzzy measures for the imputed values. |
| distanceNames |
A vector containing names of the calculated distance measures between fuzzy numbers. |
| ErrorMatrix |
Calculation of the errors for the imputed values. |
| errorTypes |
A vector containing names of the types of the calculated errors. |
| 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. |
| measuresTypes |
A vector containing names of the types of the calculated statistical measures. |
| methodNames |
A vector containing names of the resampling methods. |
| MethodsComparison |
Comparison of imputation methods for fuzzy values. |
| RemoveNotFuzzy |
Removing values that are not fuzzy numbers. |
| setsNames |
A vector containing names of the subsets used in the epistemic tests. |
| StatisticalMeasures |
Calculation of statistical measures for errors of the imputed data. |
| testsNames |
A vector containing names of the types of the applied epistemic tests. |
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