Missing Value Imputation with Compositional Data

Functions to perform missing value imputation with compositional data using the Jensen-Shannon divergence based k--NN and a--k--NN algorithms. The functions are based on the following paper: Tsagris M., Alenazi A. and Stewart C. (2026). "A Jensen--Shannon divergence based k--NN algorithm for missing value imputation in compositional data", .


Reference manual

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install.packages("CompositionalNAimp")

1.1 by Michail Tsagris, 5 months ago


Browse source code at https://github.com/cran/CompositionalNAimp


Authors: Michail Tsagris [aut, cre]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Compositional, graphics, Rfast, Rnanoflann

Suggests Rfast2


See at CRAN