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MNARclust (version 1.1.0)

Clustering Data with Non-Ignorable Missingness using Semi-Parametric Mixture Models

Description

Clustering of data under a non-ignorable missingness mechanism. Clustering is achieved by a semi-parametric mixture model and missingness is managed by using the pattern-mixture approach. More details of the approach are available in Du Roy de Chaumaray et al. (2020) .

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Version

Install

install.packages('MNARclust')

Monthly Downloads

188

Version

1.1.0

License

GPL (>= 2)

Maintainer

Matthieu Marbac

Last Published

December 2nd, 2021

Functions in MNARclust (1.1.0)

echo

Echocardiogram data set
rMNAR

Function used to simulate data from mixture model with specific missingness mechanism
MNARclust-package

MNARclust.
MNARcluster

Clustering function