Predicting missing values: a comparative study on non-parametric approaches for imputation.
Burim RamosajMarkus PaulyPublished in: Comput. Stat. (2019)
Keyphrases
- missing values
- missing data
- data imputation
- incomplete data
- multiple imputation
- missing data imputation
- high dimensional data
- imputation methods
- feature values
- incomplete data sets
- maximum likelihood
- missing information
- data matrix
- training data
- nearest neighbor
- decision trees
- machine learning
- neural network
- database