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To cite the 'gllvm' package in publications use:
Niku J, Brooks W, Herliansyah R, Hui FKC, Korhonen P, Taskinen S, van der Veen B, Warton DI (2024). gllvm: Generalized Linear Latent Variable Models. R package version 2.0.
accompanied by any of associated research articles, as applicable:
Niku J, Hui FKC, Taskinen S, Warton DI (2019). “gllvm - Fast analysis of multivariate abundance data with generalized linear latent variable models in R.” Methods in Ecology and Evolution, 10, 2173-2182.
Niku J, Hui FKC, Taskinen S, Warton DI (2021). “Analyzing environmental-trait interactions in ecological communities with fourth-corner latent variable models.” Environmetrics, 32, 1-17.
van der Veen B, O'Hara RB (2024). “Fast fitting of phylogenetic mixed effects models.” arxiv.
van der Veen B, Hui FKC, Hovstad KA, Solbu EB, O'Hara RB (2021). “Model-based ordination for species with unequal niche widths.” Methods in Ecology and Evolution, 12, 1288-1300.
van der Veen B, Hui FKC, Hovstad KA, O'Hara RB (2023). “Concurrent ordination: Simultaneous unconstrained and constrained latent variable modelling.” Methods in Ecology and Evolution, 14, 683-695.
Korhonen P, Hui FKC, Niku J, Taskinen S (2023). “Fast and universal estimation of latent variable models using extended variational approximations.” Statistics and Computing, 33, 1-16.
Corresponding BibTeX entries:
@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 = {2024}, note = {R package version 2.0}, }
@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}, }
@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}, }
@Article{, title = {Fast fitting of phylogenetic mixed effects models}, author = {Bert {van der Veen} and Robert B. O'Hara}, journal = {arxiv}, year = {2024}, }
@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}, }
@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}, }
@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}, }
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