David Warton
David Warton
Professor in Ecological Statistics, The University of New South Wales
Verified email at maths.unsw.edu.au - Homepage
Title
Cited by
Year
gllvm: Fast analysis of multivariate abundance data with generalized linear latent variable models in r
J Niku, FKC Hui, S Taskinen, DI Warton
Methods in Ecology and Evolution 10 (12), 2173-2182, 2019
42019
Untangling direct species associations from indirect mediator species effects with graphical models
GC Popovic, DI Warton, FJ Thomson, FKC Hui, AT Moles
Methods in Ecology and Evolution 10 (9), 1571-1583, 2019
42019
A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels
A Norberg, N Abrego, FG Blanchet, FR Adler, BJ Anderson, J Anttila, ...
Ecological Monographs 89 (3), e01370, 2019
212019
Muscle Growth in the Lower Extremity: the MUGgLE study
R Herbert
2019
Efficient estimation of generalized linear latent variable models
J Niku, W Brooks, R Herliansyah, FKC Hui, S Taskinen, DI Warton
PloS one 14 (5), 2019
62019
Order selection and sparsity in latent variable models via the ordered factor LASSO
FKC Hui, E Tanaka, DI Warton
Biometrics 74 (4), 1311-1319, 2018
22018
Effect of contact load upon attrition-corrosion of human dental enamel
YQ Wu, JA Arsecularatne, DI Warton, M Hoffman
Wear 414, 101-108, 2018
32018
Model averaging in ecology: A review of Bayesian, information‐theoretic, and tactical approaches for predictive inference
CF Dormann, JM Calabrese, G Guillera‐Arroita, E Matechou, V Bahn, ...
Ecological Monographs 88 (4), 485-504, 2018
392018
A general algorithm for covariance modeling of discrete data
GC Popovic, FKC Hui, DI Warton
Journal of Multivariate Analysis 165, 86-100, 2018
62018
Why you cannot transform your way out of trouble for small counts
DI Warton
Biometrics 74 (1), 362-368, 2018
72018
A Generalized Estimating Equation Approach to Multivariate Adaptive Regression Splines
J Stoklosa, DI Warton
Journal of Computational and Graphical Statistics 27 (1), 245-253, 2018
12018
gllvm: Generalized Linear Latent Variable Models
J Niku, W Brooks, R Herliansyah, FKC Hui, S Taskinen, DI Warton, ...
R package version 1 (0), 2018
32018
Generalized linear latent variable models for multivariate count and biomass data in ecology
J Niku, DI Warton, FKC Hui, S Taskinen
Journal of Agricultural, Biological and Environmental Statistics 22 (4), 498-522, 2017
222017
Plant traits of propagule banks and standing vegetation reveal flooding alleviates impacts of agriculture on wetland restoration
SK Dawson, DI Warton, RT Kingsford, P Berney, DA Keith, JA Catford
Journal of Applied Ecology 54 (6), 1907-1918, 2017
192017
The central role of mean‐variance relationships in the analysis of multivariate abundance data: a response to Roberts (2017)
DI Warton, FKC Hui
Methods in Ecology and Evolution 8 (11), 1408-1414, 2017
82017
So many variables: Recent advances in joint models for community ecology
DI Warton, FKC Hui, FG Blanchet, RB O'Hara, O Ovaskainen, S Taskinen, ...
2017 ESA Annual Meeting (August 6--11), 2017
2017
Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure
DR Roberts, V Bahn, S Ciuti, MS Boyce, J Elith, G Guillera‐Arroita, ...
Ecography 40 (8), 913-929, 2017
2592017
Frequent inundation helps counteract land use impacts on wetland propagule banks
SK Dawson, RT Kingsford, P Berney, DA Keith, FA Hemmings, DI Warton, ...
Applied Vegetation Science 20 (3), 459-467, 2017
72017
Technical advances at the interface between ecology and statistics: improving the biodiversity knowledge generation workflow
DI Warton, MA McGeoch
Methods in Ecology and Evolution 8 (4), 396-397, 2017
42017
Graphical diagnostics for occupancy models with imperfect detection
DI Warton, J Stoklosa, G Guillera‐Arroita, DI MacKenzie, AH Welsh
Methods in Ecology and Evolution 8 (4), 408-419, 2017
232017
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Articles 1–20