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set up publication workflow for Jacques and Murphy
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.gitignore

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template-computo-R.pdf
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DS_Store
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published-202507-jacques-count-data.html
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published-202507-jacques-count-data.pdf
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README.md

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# Model-Based Clustering and Variable Selection for Multivariate Count Data
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[![build and publish](https://github.com/computorg/published-202507-jacques-count-data/actions/workflows/build.yml/badge.svg)](https://github.com/computorg/published-202507-jacques-count-data/actions/workflows/build.yml)
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[![DOI:10.57750/6v7b-8483](https://img.shields.io/badge/DOI-10.57750/6v7b--8483-034E79.svg)](https://doi.org/10.57750/6v7b-8483)
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[![reviews](https://img.shields.io/badge/review-report-blue)](https://github.com/computorg/published-202507-jacques-count-data/issues?q=is%3Aopen+is%3Aissue+label%3Areview)
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[![SWH](https://archive.softwareheritage.org/badge/origin/https://github.com/computorg/published-202507-jacques-count-data/)](https://archive.softwareheritage.org/browse/origin/?origin_url=https://github.com/computorg/published-202507-jacques-count-data)
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[![Creative Commons License](https://i.creativecommons.org/l/by/4.0/80x15.png)](http://creativecommons.org/licenses/by/4.0/)
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Authors:
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- [Julien Jacques](https://eric.univ-lyon2.fr/jjacques/)
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- [Thomas Brendan Murphy](https://mststats.github.io/author/thomas-brendan-murphy/)
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Model-based clustering provides a principled way of developing clustering methods. We develop a new model-based clustering methods for count data. The method combines clustering and variable selection for improved clustering. The method is based on conditionally independent Poisson mixture models and Poisson generalized linear models. The method is demonstrated on simulated data and data from an ultra running race, where the method yields excellent clustering and variable selection performance.

_quarto.yml

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project:
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render:
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- publication-202507-jacques-count-data.qmd
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title: "Model-Based Clustering and Variable Selection for Multivariate Count Data"
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author:
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affiliations:
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- name: School of Mathematics \& Statistics, University College Dublin
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- name: Institut d'Études Avancées, Université de Lyon
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date: last-modified
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date: 07-01-2025
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date-modified: last-modified
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abstract: >+
2020
Model-based clustering provides a principled way of developing clustering methods. We develop a new model-based clustering methods for count data. The method combines clustering and variable selection for improved clustering. The method is based on conditionally independent Poisson mixture models and Poisson generalized linear models. The method is demonstrated on simulated data and data from an ultra running race, where the method yields excellent clustering and variable selection performance.
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keywords: [Count data, Model-based clustering, Variable selection]
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citation:
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type: article-journal
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container-title: "Computo"
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doi: "xxxx"
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url: https://computo.sfds.asso.fr/template-computo-quarto
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publisher: "Société Française de Statistique"
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doi: 10.57750/6v7b-8483
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publisher: "French Statistical Society"
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issn: "2824-7795"
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bibliography: references.bib
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draft: true
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published: false
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published: true
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format:
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computo-html: default
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computo-pdf: default
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# fontfamily: merriweather

logo_text_white.pdf

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renv-init.R

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