Author

D. I. Warton

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· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Research Focus:ecology & biodiversity· 1 Assay:metagenomics· 1

Frequent Co-Authors

A. T. Moles· 1 shared F. K. C. Hui· 1 shared F. K. Hui· 1 shared F. Thomson· 1 shared G. C. Popovic· 1 shared G. Popovic· 1 shared

Activity by Year

2018-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 7 mutual co-author links

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1 shared paperEcology

A. T. Moles

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2 papers

Recent·Most cited

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

Untangling direct species associations from mediator species effects with graphical models

G. Popovic, D. I. Warton, F. Thomson, F. K. Hui, A. T. Moles

This paper introduces Gaussian copula graphical models to distinguish mediator species effects from direct associations in ecological co-occurrence patterns, demonstrating improved performance on count data.

bioRxiv · Nov 19, 2018Ecology