A Fast Multivariate Nearest Neighbour Imputation Algorithm

Imputation of missing data is important in many areas, such as reducing non-response bias in surveys and maintaining medical documentation. Nearest neighbour (NN) imputation algorithms replace the missing values within any particular observation by taking copies of the corresponding known values from the most similar observation found in ...More