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MMD (version 1.0.0)

Minimal Multilocus Distance (MMD) for Source Attribution and Loci Selection

Description

The aim of the package is two-fold: (i) To implement the MMD method for attribution of individuals to sources using the Hamming distance between multilocus genotypes. (ii) To select informative genetic markers based on information theory concepts (entropy, mutual information and redundancy). The package implements the functions introduced by Perez-Reche, F. J., Rotariu, O., Lopes, B. S., Forbes, K. J. and Strachan, N. J. C. Mining whole genome sequence data to efficiently attribute individuals to source populations. Scientific Reports 10, 12124 (2020) . See more details and examples in the README file.

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Version

Install

install.packages('MMD')

Monthly Downloads

164

Version

1.0.0

License

GPL-3

Maintainer

Francisco Perez-Reche

Last Published

January 26th, 2021

Functions in MMD (1.0.0)

MMD_Rn

Loci redundancy in sequences
MMD_Entropy

Loci entropies to measure allele diversity
MMD_attr

Attribution of individuals to sources using the MMD method