imputena package documentation¶
Contents:
- Public functions
- Listwise deletion
- Pairwise deletion
- Variable deletion
- Random sample imputation
- Random hot deck imputation
- Last observation carried forward
- Next observation carried backward
- Substitution by most frequent value
- Substitution by mean or median value
- Imputation by a constant value
- Imputation by a random value
- Interpolation
- Interpolation with seasonal adjustment
- Linear and stochastic regression imputation
- Logistic regression imputation
- K-nearest neighbors imputation
- Sequential regression multiple imputation
- Multiple imputation by chained equations
- Get applicable methods
- Recommend method
- Impute by recommended