Update citation references to published JMVA paper

[Copilot]

The paper has been published in Journal of Multivariate Analysis (2026, Volume 211, 105536). All references updated from arXiv preprint to the published version.

Updated Files

• inst/CITATION - Changed bibentry from unpublished to article with journal metadata (volume, pages, ISSN)
• DESCRIPTION - Updated DOI from 10.48550/arXiv.2211.00671 to 10.1016/j.jmva.2025.105536
• README and vignettes - Updated paper links from arXiv to journal DOI
• Code documentation (src/check_counting_rule.cpp, R/RcppExports.R, man/counting_rule_holds.Rd) - Updated year from 2022 to 2026 and citation details

Citation Format

@Article{,
  title = {Cover It Up! Bipartite Graphs Uncover Identifiability in Sparse Factor Analysis},
  author = {Darjus Hosszejni and Sylvia Frühwirth-Schnatter},
  journal = {Journal of Multivariate Analysis},
  year = {2026},
  volume = {211},
  pages = {105536},
  issn = {0047-259X},
  doi = {10.1016/j.jmva.2025.105536},
}

Original prompt

---

This section details on the original issue you should resolve

<issue_title>Update full text references</issue_title>
<issue_description>Correct citation is

Darjus Hosszejni, Sylvia Frühwirth-Schnatter,
Cover it up! Bipartite graphs uncover identifiability in sparse factor analysis,
Journal of Multivariate Analysis,
Volume 211,
2026,
105536,
ISSN 0047-259X,
https://doi.org/10.1016/j.jmva.2025.105536

Applies to bibtex as well.</issue_description>

Comments on the Issue (you are @copilot in this section)

• Fixes Update full text references #3

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[Copilot]

Pull request overview

This PR updates all references to the paper "Cover It Up! Bipartite Graphs Uncover Identifiability in Sparse Factor Analysis" from an arXiv preprint to its published version in the Journal of Multivariate Analysis (2026, Volume 211, 105536).

Key Changes:

• Updated citation metadata from unpublished arXiv preprint (2022) to published journal article (2026)
• Changed all DOI references from arXiv DOI to journal DOI
• Updated paper year from 2022 to 2026 across all documentation

Reviewed changes

Copilot reviewed 9 out of 9 changed files in this pull request and generated no comments.

Show a summary per file

File	Description
inst/CITATION	Changed bibentry type from "unpublished" to "article" and added journal metadata (volume, pages, ISSN)
DESCRIPTION	Updated DOI and year in package description
README.md	Updated citation output and paper link to journal DOI
README.Rmd	Changed paper reference from arXiv to journal DOI
vignettes/short_intro.Rmd	Updated paper links from arXiv to journal DOI
src/check_counting_rule.cpp	Updated year and reference details in function documentation
R/RcppExports.R	Updated year and reference details in exported function documentation
man/counting_rule_holds.Rd	Updated year and reference details in help file
_codeql_detected_source_root	Added CodeQL configuration file

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