D. Warton

发表

Community‐level vs species‐specific approaches to model selection

M. Araújo, B. Madon, D. Warton, 2013 .

Point process models for presence‐only analysis

Steven J. Phillips, T. Hastie, William Fithian, 2015 .

Assessing the generality of global leaf trait relationships.

P. Reich, J. Cornelissen, M. Westoby, 2005, The New phytologist.

Bivariate line‐fitting methods for allometry

M. Westoby, I. Wright, D. Falster, 2006, Biological reviews of the Cambridge Philosophical Society.

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

D. Croft, D. Ramp, D. Warton, 2005 .

Variational Approximations for Generalized Linear Latent Variable Models

Francis K. C. Hui, J. Ormerod, S. Taskinen, 2017 .

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

Francis K. C. Hui, S. Foster, F. Hui, 2015 .

Modeling recreational fishing intensity in a complex urbanised estuary.

D. Warton, E. Johnston, L. Hedge, 2020, Journal of environmental management.

Correction note: Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology

D. Warton, L. Shepherd, 2010, 1011.3319.

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

G. Aarts, D. Warton, 2013, The Journal of animal ecology.

Equivalence of MAXENT and Poisson Point Process Models for Species Distribution Modeling in Ecology

D. Warton, I. Renner, 2013, Biometrics.

So Many Variables: Joint Modeling in Community Ecology.

Francis K. C. Hui, R. O’Hara, O. Ovaskainen, 2015, Trends in ecology & evolution.

Modulation of leaf economic traits and trait relationships by climate

William G. Lee, P. Reich, Ü. Niinemets, 2005 .

Distance‐based multivariate analyses confound location and dispersion effects

D. Warton, Stephen T. Wright, Yi Wang, 2012 .

Global patterns in plant height

Shawn W. Laffan, David I. Warton, Michelle R. Leishman, 2009 .

Global patterns of leaf mechanical properties.

Sandra Díaz, Peter B Adler, Mark Westoby, 2011, Ecology letters.

A Generalized Estimating Equation Approach to Multivariate Adaptive Regression Splines

D. Warton, J. Stoklosa, 2018 .

Many zeros does not mean zero inflation: comparing the goodness‐of‐fit of parametric models to multivariate abundance data

David I. Warton, D. Warton, 2005 .

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

H. Gibb, D. Warton, J. Stoklosa, 2014, Biometrics.

Penalized Normal Likelihood and Ridge Regularization of Correlation and Covariance Matrices

David I. Warton, D. Warton, 2008 .

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

Sara Taskinen, David I. Warton, Jenni Niku, 2017 .

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

David I. Warton, Francis K. C. Hui, F. Hui, 2017 .

Untangling direct species associations from mediator species effects with graphical models

Fiona J. Thomson, Francis K. C. Hui, F. Hui, 2018, bioRxiv.

A model‐based approach to studying changes in compositional heterogeneity

G. Walther, O. Eriksson, G. Decocq, 2014 .

SPECIAL FEATURE NEW OPPORTUNITIES AT THE INTERFACE BETWEEN ECOLOGY AND STATISTICS A climate of uncertainty: accounting for error in climate variables for species distribution models

C. Daly, S. Foster, M. Ashcroft, 2015 .

Generalized Matrix Factorization pdf

Trevor Hastie, David I. Warton, Francis K. C. Hui, 2020, ArXiv.

HYPOTHESIS TESTING OF MULTIVARIATE ABUNDANCE DATA

M. Hudson, D. Warton, 2002 .

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

D. Warton, K. Barrett, J. M. Haynes, 2017, Freshwater Science.

How many sites? Methods to assist design decisions when collecting multivariate data in ecology

E. Marzinelli, D. Warton, Gordana C. Popovic, 2022, 2206.09524.

How many sites? Methods to assist design decisions when collecting multivariate data in ecology

E. Marzinelli, D. Warton, Gordana C. Popovic, 2022, Methods in Ecology and Evolution.

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

David I. Warton, Angela T. Moles, Mark Westoby, 2003 .

R E I E W A N D S Y N T H E S I S Global patterns of leaf mechanical properties

L. Poorter, N. Dominy, P. Adler, 2011 .

Global simulation envelopes for diagnostic plots in regression models

D. Warton, 2022, 2208.01811.

Global simulation envelopes for diagnostic plots in regression models

D. Warton, 2022, The American Statistician.

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

David A. Keith, David I. Warton, Richard T. Kingsford, 2017 .

Frequent inundation helps counteract land use impacts on wetland propagule banks

Samantha K. Dawson, D. Keith, C. Waters, 2017 .

The fungicides Terrazole and Terraclor and the nematicide Fenamiphos have little effect on root colonisation by Glomus mosseae and growth of cotton seedlings

D. Warton, P. Mcgee, G. Pattinson, 1997, Mycorrhiza.

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

Fiona J. Thomson, D. Sheil, J. Cavender-Bares, 2012 .

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

C. Lusk, D. Warton, 2007, The New phytologist.

Common Slope Tests for Bivariate Errors‐in‐Variables Models

N. Weber, D. Warton, 2002 .

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

Francis K C Hui, David I Warton, Francis K. C. Hui, 2011, Ecology.

Tuning Parameter Selection for the Adaptive Lasso Using ERIC

David I. Warton, Scott D. Foster, Francis K. C. Hui, 2015 .

Effect of contact load upon attrition-corrosion of human dental enamel

J. A. Arsecularatne, M. Hoffman, D. Warton, 2018, Wear.

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

Carsten F. Dormann, Jane Elith, Gurutzeta Guillera-Arroita, 2017 .

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

David B. Dunson, Jane Elith, Antoine Guisan, 2019, Ecological Monographs.

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

D. Warton, 2018, Biometrics.

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

Sara Taskinen, Daniel S. Falster, David I. Warton, 2012 .

Extracting abundance information from DNA‐based data

Douglas W. Yu, Yinqiu Ji, D. Warton, 2022, bioRxiv.

Model-Based Control of Observer Bias for the Analysis of Presence-Only Data in Ecology

David I. Warton, Daniel Ramp, Ian W. Renner, 2013, PloS one.

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

Anthony R. Ives, Jakub Stoklosa, David I. Warton, 2016 .

The fourth‐corner solution – using predictive models to understand how species traits interact with the environment

David I. Warton, Heloise Gibb, Gerasimos Cassis, 2014 .

Robust estimation and inference for bivariate line‐fitting in allometry

Sara Taskinen, David I Warton, S. Taskinen, 2011, Biometrical journal. Biometrische Zeitschrift.

Graphical diagnostics for occupancy models with imperfect detection

Darryl I. MacKenzie, David I. Warton, Jakub Stoklosa, 2017 .

Responses of foliage‐living spider assemblage composition and traits to a climatic gradient in Themeda grasslands

R. Peters, H. Gibb, D. Warton, 2015 .

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

S. Foster, F. Hui, D. Warton, 2013, Journal of Agricultural, Biological, and Environmental Statistics.

mvabund– an R package for model‐based analysis of multivariate abundance data

Yi Wang, David I. Warton, Ulrike Naumann, 2012 .

Site‐to‐site variation in the demography of a fire‐affected perennial. Acacia suaveolens, at Ku‐ring‐gai Chase National Park, New South Wales, Australia

D. Warton, G. Wardle, 2003 .

Evidence at hand: Diversity, functional implications, and locomotor prediction in intrinsic hand proportions of diprotodontian marsupials

D. Warton, V. Weisbecker, 2006, Journal of morphology.

CATS regression – a model‐based approach to studying trait‐based community assembly

Trevor Hastie, Bill Shipley, David I. Warton, 2015 .

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

Jakub Stoklosa, David I. Warton, Scott D. Foster, 2015 .

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

S. Cunningham, H. Gibb, D. Warton, 2015, Oecologia.

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

Francis K. C. Hui, David I. Warton, Gordana C. Popovic, 2019, Methods in Ecology and Evolution.

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

John R. Gollan, M. Ashcroft, D. Ramp, 2012 .

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

Francis K C Hui, David I Warton, Francis K. C. Hui, 2013, Ecology.

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

David I. Warton, Scott D. Foster, Piers K. Dunstan, 2013 .

Fast model-based ordination with copulas

Francis K. C. Hui, F. Hui, D. Warton, 2021, bioRxiv.

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

Francis K. C. Hui, S. Taskinen, F. Hui, 2019, Methods in Ecology and Evolution.

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

Carsten F. Dormann, Jane Elith, José J. Lahoz-Monfort, 2018, Ecological Monographs.

Daniel S. Falster, David I. Warton, Ian J. Wright, 2006 .

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

E. Borer, B. Enquist, C. Clark, 2011, The New phytologist.

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

David I. Warton, Daniel Ramp, Michael B. Ashcroft, 2014 .

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

S. Cunningham, H. Gibb, D. Warton, 2014, Oecologia.

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

S. Taskinen, F. Hui, D. Warton, 2017, Journal of Agricultural Biological and Environmental Statistics.

Model-based thinking for community ecology

G. De’ath, S. Foster, D. Warton, 2015, Plant Ecology.

Regularized Sandwich Estimators for Analysis of High‐Dimensional Data Using Generalized Estimating Equations

David I Warton, D. Warton, 2011, Biometrics.

Raw data graphing: an informative but under‐utilized tool for the analysis of multivariate abundances

D. Warton, 2008 .

A MANOVA STATISTIC IS JUST AS POWERFUL AS DISTANCE-BASED STATISTICS, FOR MULTIVARIATE ABUNDANCES

H. Hudson, D. Warton, 2004 .

Model‐based approaches to unconstrained ordination

Sara Taskinen, David I. Warton, Scott D. Foster, 2015 .

REVIEW AND SYNTHESIS Global patterns of leaf mechanical properties

L. Poorter, N. Dominy, P. Adler, 2011 .

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

Fiona J. Thomson, P. Reich, D. Sheil, 2012 .

Efficient estimation of generalized linear latent variable models

Sara Taskinen, Wesley Brooks, Jenni Niku, 2019, PloS one.

Graphical Diagnostics for Occupancy Models with Im- 1 perfect Detection 2

G. Guillera‐Arroita, A. Welsh, D. Warton, 2017 .

TECHNOLOGICALADVANCESATTHE INTERFACEBETWEENECOLOGYANDSTATISTICS Graphical diagnostics for occupancymodelswith imperfect detection

A. Welsh, D. MacKenzie, D. Warton, 2017 .

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

W. Sherwin, A. Moles, D. Warton, 2020 .

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

M. Westoby, P. Vesk, D. Warton, 2004 .

The PIT-trap—A “model-free” bootstrap procedure for inference about regression models with discrete, multivariate responses

David I Warton, D. Warton, Loïc M. Thibaut, 2017, PloS one.

Are Introduced Species Better Dispersers Than Native Species? A Global Comparative Study of Seed Dispersal Distance

Fiona J. Thomson, A. Moles, D. Warton, 2013, PloS one.

The Time Value of Leaf Area

Mark Westoby, Peter B Reich, P. Reich, 2000, The American Naturalist.

Selecting the model for multiple imputation of missing data: Just use an IC!

S. Penev, D. Warton, J. Stoklosa, 2021, Statistics in medicine.

Leaf economics fundamentals explained by optimality principles

I. C. Prentice, N. Stenseth, I. Wright, 2023, Science advances.

Seed size and survival in the soil in arid Australia

M. Westoby, A. Moles, D. Warton, 2003 .

Model‐based assessment of ecological community classifications

Mitchell B. Lyons, David A. Keith, David I. Warton, 2016 .

Eco-Stats: Data Analysis in Ecology

D. Warton, 2022, Methods in Statistical Ecology.

Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays

Francis K. C. Hui, T. Hastie, L. Kidzinski, 2020, J. Mach. Learn. Res..

Multi-species distribution modeling using penalized mixture of regressions

David I. Warton, Scott D. Foster, Francis K. C. Hui, 2015, 1509.04834.

Fast, approximate maximum likelihood estimation of log-Gaussian Cox processes

D. Warton, Gordana C. Popovic, Elliot Dovers, 2023, Journal of Computational And Graphical Statistics.

A general algorithm for error-in-variables regression modelling using Monte Carlo expectation maximization

D. Warton, J. Stoklosa, W. Hwang, 2023, PloS one.

Fast model‐based ordination with copulas

Francis K. C. Hui, D. Warton, Gordana C. Popovic, 2021, Methods in Ecology and Evolution.

Human lower leg muscles grow asynchronously.

I. Novak, C. Morgan, D. Warton, 2023, Journal of Anatomy.

Robust tests for one or more allometric lines.

S. Taskinen, D. Warton, 2013, Journal of theoretical biology.

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

Michael A. Forster, D. Warton, 2007 .

What is the effective sample size of a spatial point process?

David I. Warton, Francis K. C. Hui, Ian W. Renner, 2021, Australian & New Zealand Journal of Statistics.