To cite BayesSUR in publications use:

Banterle M, Zhao Z, Lewin A, Zucknick M (2025). BayesSUR: Bayesian Seemingly Unrelated Regression Models in High-Dimensional Settings. doi:10.32614/CRAN.package.BayesSUR, R package version 2.3-0.

To cite BayesSUR in publications use:

Zhao Z, Banterle M, Bottolo L, Richardson S, Lewin A, Zucknick M (2021). “BayesSUR: An R Package for High-Dimensional Multivariate Bayesian Variable and Covariance Selection in Linear Regression.” Journal of Statistical Software, 100(11), 1–32. doi:10.18637/jss.v100.i11.

If BayesSUR with hotspot prior is used, please also cite:

Bottolo L, Banterle M, Richardson S, Ala-Korpela M, Järvelin M, Lewin A (2021). “A computationally efficient Bayesian seemingly unrelated regressions model for high-dimensional quantitative trait loci discovery.” Journal of the Royal Statistical Society Series C: Applied Statistics, 70(4), 886–908. doi:10.1111/rssc.12490.

If BayesSUR with MRF prior is used, please also cite:

Zhao Z, Banterle M, Lewin A, Zucknick M (2024). “Multivariate Bayesian structured variable selection for pharmacogenomic studies.” Journal of the Royal Statistical Society Series C: Applied Statistics, 73(2), 420–443. doi:10.1093/jrsssc/qlad102.

Corresponding BibTeX entries:

  @Manual{,
    title = {{BayesSUR}: {B}ayesian Seemingly Unrelated Regression
      Models in High-Dimensional Settings},
    author = {Marco Banterle and Zhi Zhao and Alex Lewin and Manuela
      Zucknick},
    year = {2025},
    note = {R package version 2.3-0},
    doi = {10.32614/CRAN.package.BayesSUR},
  }

  @Article{,
    title = {{BayesSUR}: An {R} Package for High-Dimensional
      Multivariate {B}ayesian Variable and Covariance Selection in
      Linear Regression},
    author = {Zhi Zhao and Marco Banterle and Leonardo Bottolo and
      Sylvia Richardson and Alex Lewin and Manuela Zucknick},
    journal = {Journal of Statistical Software},
    year = {2021},
    volume = {100},
    number = {11},
    pages = {1--32},
    doi = {10.18637/jss.v100.i11},
  }

  @Article{,
    title = {A computationally efficient {B}ayesian seemingly unrelated
      regressions model for high-dimensional quantitative trait loci
      discovery},
    author = {Leonardo Bottolo and Marco Banterle and Sylvia Richardson
      and Mika Ala-Korpela and Marjo-Riitta Järvelin and Alex Lewin},
    journal = {Journal of the Royal Statistical Society Series C:
      Applied Statistics},
    year = {2021},
    volume = {70},
    number = {4},
    pages = {886--908},
    doi = {10.1111/rssc.12490},
  }

  @Article{,
    title = {Multivariate Bayesian structured variable selection for
      pharmacogenomic studies},
    author = {Zhi Zhao and Marco Banterle and Alex Lewin and Manuela
      Zucknick},
    journal = {Journal of the Royal Statistical Society Series C:
      Applied Statistics},
    year = {2024},
    volume = {73},
    number = {2},
    pages = {420--443},
    doi = {10.1093/jrsssc/qlad102},
  }