A Jensen-Shannon divergence based $k$--$NN$ algorithm for missing value imputation in compositional data

Michail Tsagris, Connie Stewart, Abdulaziz Alenazi

A novel nonparametric method to impute missing values in compositional data is developed. The method is based on the $k$--$NN$ algorithm, utilizes the Jensen-Shannon divergence and…