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navmix

An R package which performs clustering via a Noise-Augmented von Mises-Fisher Mixture model as described in

Grant, A.J., Gill, D., Kirk, P.D.W. and Burgess, S. (2021). Noise-augmented directional clustering of genetic association data identifies distinct mechanisms underlying obesity. PLOS Genetics.

Installation

library(devtools)
install_github("aj-grant/navmix")

paper scripts

The paper scripts folder contains scripts to replicate the simulation studies and applied analysis presented in the paper.

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