CompositionalNAimp: Missing Value Imputation with Compositional Data

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Authors: Michail Tsagris
Cited by: 1

Abstract

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". Journal of Applied Statistics (Accepted for publication).

Publication details

Publication date
31 March 2026
Document type
Dataset