List of works - David I. Warton

A Generalized Estimating Equation Approach to Multivariate Adaptive Regression Splines

article

A climate of uncertainty: accounting for error in climate variables for species distribution models

article

A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

scholarly article

A general algorithm for covariance modeling of discrete data

A metacommunity-scale comparison of species-abundance distribution models for plant communities of eastern Australia

article

A metacommunity-scale comparison of species-abundance distribution models for plant communities of eastern Australia

scientific article

A novel approach to quantify and locate potential microrefugia using topoclimate, climate stability, and isolation from the matrix

article

Advancing our thinking in presence-only and used-available analysis.

scientific article published on 14 March 2013

Analyzing environmental‐trait interactions in ecological communities with fourth‐corner latent variable models

scientific article

Are introduced species better dispersers than native species? A global comparative study of seed dispersal distance ⬇️

scientific article

Assessing the generality of global leaf trait relationships

scientific article

Bivariate line-fitting methods for allometry

scientific article

CATS regression - a model-based approach to studying trait-based community assembly

article

Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure

scholarly article by David R. Roberts et al published 3 March 2017 in Ecography

DO SMALL-SEEDED SPECIES HAVE HIGHER SURVIVAL THROUGH SEED PREDATION THAN LARGE-SEEDED SPECIES?

article

Determining the spatial distribution of an Antarctic top predator using passive acoustics.

scientific article published in 2010

Does a latitudinal gradient in seedling survival favour larger seeds in the tropics?

scientific article published in 2004

Does morphology predict trophic position and habitat use of ant species and assemblages?

scientific article published on 7 October 2014

Efficient estimation of generalized linear latent variable models

scientific article published on 01 May 2019

Equivalence of MAXENT and Poisson point process models for species distribution modeling in ecology.

scientific article published on 4 February 2013

Extending Joint Models in Community Ecology: A Response to Beissinger et al.

scientific article published on 8 August 2016

Fast forward selection for generalized estimating equations with a large number of predictor variables.

scientific article published on 18 December 2013

Finite Mixture of Regression Modeling for High-Dimensional Count and Biomass Data in Ecology

article

Frequent inundation helps counteract land use impacts on wetland propagule banks

article

Generalized Linear Latent Variable Models for Multivariate Count and Biomass Data in Ecology

Global meta-analysis shows that relationships of leaf mass per area with species shade tolerance depend on leaf habit and ontogeny

scientific article

Global patterns in plant height

article

Global patterns of leaf mechanical properties

scientific article

Graphical diagnostics for occupancy models with imperfect detection

scientific article published in 2017

Invasions: the trail behind, the path ahead, and a test of a disturbing idea

scientific article published in 2011

Model averaging in ecology: a review of Bayesian, information-theoretic, and tactical approaches for predictive inference

article published in 2018

Model-based approaches to unconstrained ordination

article

Model-based assessment of ecological community classifications

Model-based control of observer bias for the analysis of presence-only data in ecology

scientific article

Model-based thinking for community ecology

article

Modelling of wildlife fatality hotspots along the Snowy Mountain Highway in New South Wales, Australia

article

Modulation of leaf economic traits and trait relationships by climate

article

Multi-species distribution modeling using penalized mixture of regressions ⬇️

article

Novel community data in ecology-properties and prospects

scientific article published in November 2023

Order selection and sparsity in latent variable models via the ordered factor LASSO

scientific article published on 11 May 2018

Order selection in finite mixture models: complete or observed likelihood information criteria?

article by Francis K.C. Hui et al published 12 June 2015 in Biometrika

Plant traits of propagule banks and standing vegetation reveal flooding alleviates impacts of agriculture on wetland restoration

article

Point process models for presence-only analysis

article

Putting plant resistance traits on the map: a test of the idea that plants are better defended at lower latitudes

scientific article

Regularized sandwich estimators for analysis of high-dimensional data using generalized estimating equations

scientific article

Robust estimation and inference for bivariate line-fitting in allometry ⬇️

scientific article published on June 17, 2011

Robust tests for one or more allometric lines

scientific article

Robustness to failure of assumptions of tests for a common slope amongst several allometric lines--a simulation study

scientific article published in April 2007

So Many Variables: Joint Modeling in Community Ecology.

scientific article published on 27 October 2015

Sprouting by semi-arid plants: testing a dichotomy and predictive traits

article

The PIT-trap-A "model-free" bootstrap procedure for inference about regression models with discrete, multivariate responses.

scientific article

The Time Value of Leaf Area

scientific article published in 2000

The arcsine is asinine: the analysis of proportions in ecology ⬇️

scientific article published on January 1, 2011

The central role of mean-variance relationships in the analysis of multivariate abundance data: a response to Roberts (2017)

scientific article published in 2017

Thirty years of change in a benthic macroinvertebrate community of southwestern Lake Ontario after invasion by four Ponto-Caspian species

article

Three points to consider when choosing a LM or GLM test for count data

article by David I. Warton et al published 8 April 2016 in Methods in Ecology and Evolution

To mix or not to mix: comparing the predictive performance of mixture models vs. separate species distribution models

scientific article published in September 2013

Topoclimate versus macroclimate: how does climate mapping methodology affect species distribution models and climate change projections?

article

Tropical plants do not have narrower temperature tolerances, but are more at risk from warming because they are close to their upper thermal limits

scientific article published on 8 June 2020

Tuning Parameter Selection for the Adaptive Lasso Using ERIC

Untangling direct species associations from indirect mediator species effects with graphical models

scientific article published on 24 July 2019

Variational Approximations for Generalized Linear Latent Variable Models

Why you cannot transform your way out of trouble for small counts

scientific article published on 15 May 2017

gllvm: Fast analysis of multivariate abundance data with generalized linear latent variable models in r

scientific article

smatr 3- an R package for estimation and inference about allometric lines

article published in 2011

List of works by David I. Warton

A Generalized Estimating Equation Approach to Multivariate Adaptive Regression Splines

A climate of uncertainty: accounting for error in climate variables for species distribution models

A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

A general algorithm for covariance modeling of discrete data

A metacommunity-scale comparison of species-abundance distribution models for plant communities of eastern Australia

A metacommunity-scale comparison of species-abundance distribution models for plant communities of eastern Australia

A novel approach to quantify and locate potential microrefugia using topoclimate, climate stability, and isolation from the matrix

Advancing our thinking in presence-only and used-available analysis.

Analyzing environmental‐trait interactions in ecological communities with fourth‐corner latent variable models

Are introduced species better dispersers than native species? A global comparative study of seed dispersal distance ⬇️

Assessing the generality of global leaf trait relationships

Bivariate line-fitting methods for allometry

CATS regression - a model-based approach to studying trait-based community assembly

Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure

DO SMALL-SEEDED SPECIES HAVE HIGHER SURVIVAL THROUGH SEED PREDATION THAN LARGE-SEEDED SPECIES?

Determining the spatial distribution of an Antarctic top predator using passive acoustics.

Does a latitudinal gradient in seedling survival favour larger seeds in the tropics?

Does morphology predict trophic position and habitat use of ant species and assemblages?

Efficient estimation of generalized linear latent variable models

Equivalence of MAXENT and Poisson point process models for species distribution modeling in ecology.

Extending Joint Models in Community Ecology: A Response to Beissinger et al.

Fast forward selection for generalized estimating equations with a large number of predictor variables.

Finite Mixture of Regression Modeling for High-Dimensional Count and Biomass Data in Ecology

Frequent inundation helps counteract land use impacts on wetland propagule banks

Generalized Linear Latent Variable Models for Multivariate Count and Biomass Data in Ecology

Global meta-analysis shows that relationships of leaf mass per area with species shade tolerance depend on leaf habit and ontogeny

Global patterns in plant height

Global patterns of leaf mechanical properties

Graphical diagnostics for occupancy models with imperfect detection

Invasions: the trail behind, the path ahead, and a test of a disturbing idea

Model averaging in ecology: a review of Bayesian, information-theoretic, and tactical approaches for predictive inference

Model-based approaches to unconstrained ordination

Model-based assessment of ecological community classifications

Model-based control of observer bias for the analysis of presence-only data in ecology

Model-based thinking for community ecology

Modelling of wildlife fatality hotspots along the Snowy Mountain Highway in New South Wales, Australia

Modulation of leaf economic traits and trait relationships by climate

Multi-species distribution modeling using penalized mixture of regressions ⬇️

Novel community data in ecology-properties and prospects

Order selection and sparsity in latent variable models via the ordered factor LASSO

Order selection in finite mixture models: complete or observed likelihood information criteria?

Plant traits of propagule banks and standing vegetation reveal flooding alleviates impacts of agriculture on wetland restoration

Point process models for presence-only analysis

Putting plant resistance traits on the map: a test of the idea that plants are better defended at lower latitudes

Regularized sandwich estimators for analysis of high-dimensional data using generalized estimating equations

Robust estimation and inference for bivariate line-fitting in allometry ⬇️

Robust tests for one or more allometric lines

Robustness to failure of assumptions of tests for a common slope amongst several allometric lines--a simulation study

So Many Variables: Joint Modeling in Community Ecology.

Sprouting by semi-arid plants: testing a dichotomy and predictive traits

The PIT-trap-A "model-free" bootstrap procedure for inference about regression models with discrete, multivariate responses.

The Time Value of Leaf Area

The arcsine is asinine: the analysis of proportions in ecology ⬇️

The central role of mean-variance relationships in the analysis of multivariate abundance data: a response to Roberts (2017)

Thirty years of change in a benthic macroinvertebrate community of southwestern Lake Ontario after invasion by four Ponto-Caspian species

Three points to consider when choosing a LM or GLM test for count data

To mix or not to mix: comparing the predictive performance of mixture models vs. separate species distribution models

Topoclimate versus macroclimate: how does climate mapping methodology affect species distribution models and climate change projections?

Tropical plants do not have narrower temperature tolerances, but are more at risk from warming because they are close to their upper thermal limits

Tuning Parameter Selection for the Adaptive Lasso Using ERIC

Untangling direct species associations from indirect mediator species effects with graphical models

Variational Approximations for Generalized Linear Latent Variable Models

Why you cannot transform your way out of trouble for small counts

gllvm: Fast analysis of multivariate abundance data with generalized linear latent variable models in r

smatr 3- an R package for estimation and inference about allometric lines