Jenni Niku. Author, maintainer.
Wesley Brooks. Author.
Riki Herliansyah. Author.
Francis K.C. Hui. Author.
Pekka Korhonen. Author.
Sara Taskinen. Author.
Bert van der Veen. Author.
David I. Warton. Author.

Citation

Source: inst/CITATION

Niku, J., Brooks, W., Herliansyah, R., Hui, F. K. C., Korhonen, P., Taskinen, S., van der Veen, B., and Warton, D. I. (2025). gllvm: Generalized Linear Latent Variable Models.R package version 2.0.5.

@Manual{,
  title = {gllvm: Generalized Linear Latent Variable Models},
  author = {Jenni Niku and Wesley Brooks and Riki Herliansyah and Francis K. C. Hui and Pekka Korhonen and Sara Taskinen and Bert {van der Veen} and David I. Warton},
  year = {2025},
  note = {R package version 2.0.5},
}

Niku, J., Hui, F. K. C., Taskinen, S., and Warton, D. I. (2019). gllvm - Fast analysis of multivariate abundance data with generalized linear latent variable models in R. Methods in Ecology and Evolution, 10, 2173-2182.

@Article{,
  title = {gllvm - Fast analysis of multivariate abundance data with generalized linear latent variable models in R},
  author = {Jenni Niku and Francis K. C. Hui and Sara Taskinen and David I. Warton},
  journal = {Methods in Ecology and Evolution},
  year = {2019},
  volume = {10},
  pages = {2173-2182},
}

Niku, J., Hui, F. K. C., Taskinen, S., and Warton, D. I. (2021). Analyzing environmental-trait interactions in ecological communities with fourth-corner latent variable models. Environmetrics, 32, 1-17.

@Article{,
  title = {Analyzing environmental-trait interactions in ecological communities with fourth-corner latent variable models},
  author = {Jenni Niku and Francis K. C. Hui and Sara Taskinen and David I. Warton},
  journal = {Environmetrics},
  year = {2021},
  volume = {32},
  pages = {1-17},
}

van der Veen, B. and O'Hara, R.B. (2024). Fast fitting of phylogenetic mixed effects models. arxiv.

@Article{,
  title = {Fast fitting of phylogenetic mixed effects models},
  author = {Bert {van der Veen} and Robert B. O'Hara},
  journal = {arxiv},
  year = {2024},
}

van der Veen, B., Hui, F. K. C., Hovstad, K.A., Solbu, E.B., and O'Hara, R.B. (2021). Model-based ordination for species with unequal niche widths. Methods in Ecology and Evolution, 12, 1288-1300.

@Article{,
  title = {Model-based ordination for species with unequal niche widths},
  author = {Bert {van der Veen} and Francis K. C. Hui and Knut A. Hovstad and Erik B. Solbu and Robert B. O'Hara},
  journal = {Methods in Ecology and Evolution},
  year = {2021},
  volume = {12},
  pages = {1288-1300},
}

van der Veen, B., Hui, F. K. C., Hovstad, K.A., and O'Hara, R.B. (2023). Concurrent ordination: simultaneous unconstrained and constrained latent variable modelling. Methods in Ecology and Evolution, 14, 683-695.

@Article{,
  title = {Concurrent ordination: Simultaneous unconstrained and constrained latent variable modelling},
  author = {Bert {van der Veen} and Francis K. C. Hui and Knut A. Hovstad and Robert B. O'Hara},
  journal = {Methods in Ecology and Evolution},
  year = {2023},
  volume = {14},
  pages = {683-695},
}

Korhonen, P., Hui, F. K. C., Niku, J., and Taskinen, S. (2023). Fast and universal estimation of latent variable models using extended variational approximations. Statistics and Computing, 33, 1-16.

@Article{,
  title = {Fast and universal estimation of latent variable models using extended variational approximations},
  author = {Pekka Korhonen and Francis K. C. Hui and Jenni Niku and Sara Taskinen},
  journal = {Statistics and Computing},
  year = {2023},
  volume = {33},
  pages = {1-16},
}

Authors and Citation

Citation