Author

F. K. C. Hui

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 4

Signature Assays, Organisms & Methods

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Approach:statistical model· 4 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Research Focus:ecology & biodiversity· 1 Assay:metagenomics· 1

Frequent Co-Authors

K. A. Hovstad· 2 shared R. B. O'Hara· 2 shared B. v. d. Veen· 1 shared B. van der Veen· 1 shared C. Damgaard· 1 shared D. I. Warton· 1 shared E. B. Solbu· 1 shared G. C. Popovic· 1 shared

Activity by Year

2020-2021 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 10 mutual co-author links

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2 shared papersEcology

K. A. Hovstad

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4 papers

Recent·Most cited

Concurrent ordination: simultaneous unconstrained and constrained latent variable modeling

B. v. d. Veen, F. K. C. Hui, K. A. Hovstad, R. B. O'Hara

This paper introduces concurrent ordination, a method that combines unconstrained and constrained latent variable modeling to improve ecological ordination by accounting for residual covariation and predictors.

bioRxiv · Oct 11, 2021Ecology

Fast model-based ordination with copulas

G. C. Popovic, F. K. C. Hui, D. I. Warton

The paper introduces copula ordination, a faster model-based ordination method that outperforms existing methods in speed while maintaining similar results.

bioRxiv · Mar 28, 2021Ecology

Model-based ordination for species with unequal niche widths

B. van der Veen, F. K. C. Hui, K. A. Hovstad, E. B. Solbu, R. B. O'Hara

The paper introduces a method for ordination and fitting Joint Species Distribution Models that relaxes assumptions of equal tolerances and maxima across species.

bioRxiv · Oct 5, 2020Ecology

Model-based ordination of pin-point cover data: effect of management on dry heathland

C. Damgaard, R. R. Hansen, F. K. C. Hui

The paper applies a model-based ordination framework using the Dirichlet-multinomial distribution to analyze plant cover data from dry heathlands, finding that management treatments significantly affect vegetation composition.

bioRxiv · Mar 5, 2020Ecology