By Professor David I Warton

Books

Warton DI, 2022, Eco-Stats: Data Analysis in Ecology, Springer International Publishing, http://dx.doi.org/10.1007/978-3-030-88443-7

Book Chapters

Warton DI, 2022, '“Stats 101” Revision', in Methods in Statistical Ecology, Springer International Publishing, pp. 3 - 41, http://dx.doi.org/10.1007/978-3-030-88443-7_1

Warton DI, 2022, 'Allometric Line Fitting', in Methods in Statistical Ecology, Springer International Publishing, pp. 317 - 328, http://dx.doi.org/10.1007/978-3-030-88443-7_13

Warton DI, 2022, 'An Important Equivalence Result', in Methods in Statistical Ecology, Springer International Publishing, pp. 43 - 62, http://dx.doi.org/10.1007/978-3-030-88443-7_2

Warton DI, 2022, 'Analysing Discrete Data: The Generalised Linear Model', in Methods in Statistical Ecology, Springer International Publishing, pp. 231 - 263, http://dx.doi.org/10.1007/978-3-030-88443-7_10

Warton DI, 2022, 'Closing Advice', in Methods in Statistical Ecology, Springer International Publishing, pp. 405 - 414, http://dx.doi.org/10.1007/978-3-030-88443-7_18

Warton DI, 2022, 'Correlated Samples in Time, Space, Phylogeny…', in Methods in Statistical Ecology, Springer International Publishing, pp. 151 - 179, http://dx.doi.org/10.1007/978-3-030-88443-7_7

Warton DI, 2022, 'Design-Based Inference', in Methods in Statistical Ecology, Springer International Publishing, pp. 205 - 230, http://dx.doi.org/10.1007/978-3-030-88443-7_9

Warton DI, 2022, 'Linear Models—Anything Goes', in Methods in Statistical Ecology, Springer International Publishing, pp. 81 - 106, http://dx.doi.org/10.1007/978-3-030-88443-7_4

Warton DI, 2022, 'Mixed Effects Models', in Methods in Statistical Ecology, Springer International Publishing, pp. 133 - 149, http://dx.doi.org/10.1007/978-3-030-88443-7_6

Warton DI, 2022, 'Model Selection', in Methods in Statistical Ecology, Springer International Publishing, pp. 107 - 132, http://dx.doi.org/10.1007/978-3-030-88443-7_5

Warton DI, 2022, 'More Than One Response Variable: Multivariate Analysis', in Methods in Statistical Ecology, Springer International Publishing, pp. 267 - 293, http://dx.doi.org/10.1007/978-3-030-88443-7_11

Warton DI, 2022, 'Multivariate Abundances—Inference About Environmental Associations', in Methods in Statistical Ecology, Springer International Publishing, pp. 331 - 355, http://dx.doi.org/10.1007/978-3-030-88443-7_14

Warton DI, 2022, 'Predicting Multivariate Abundances', in Methods in Statistical Ecology, Springer International Publishing, pp. 357 - 368, http://dx.doi.org/10.1007/978-3-030-88443-7_15

Warton DI, 2022, 'Regression with Multiple Predictor Variables', in Methods in Statistical Ecology, Springer International Publishing, pp. 63 - 79, http://dx.doi.org/10.1007/978-3-030-88443-7_3

Warton DI, 2022, 'Studying Co-occurrence Patterns', in Methods in Statistical Ecology, Springer International Publishing, pp. 387 - 404, http://dx.doi.org/10.1007/978-3-030-88443-7_17

Warton DI, 2022, 'Understanding Variation in Environmental Response Across Taxa', in Methods in Statistical Ecology, Springer International Publishing, pp. 369 - 386, http://dx.doi.org/10.1007/978-3-030-88443-7_16

Warton DI, 2022, 'Visualising Many Responses', in Methods in Statistical Ecology, Springer International Publishing, pp. 295 - 316, http://dx.doi.org/10.1007/978-3-030-88443-7_12

Warton DI, 2022, 'Wiggly Models', in Methods in Statistical Ecology, Springer International Publishing, pp. 181 - 203, http://dx.doi.org/10.1007/978-3-030-88443-7_8

Journal articles

O'Brien T; Warton D; Falster D, 2025, 'Yes, they're all individuals: Hierarchical models for repeat survey data improve estimates of tree growth and size', Methods in Ecology and Evolution, 16, pp. 183 - 196, http://dx.doi.org/10.1111/2041-210X.14463

Williams C; Yang Y; Lagisz M; Morrison K; Ricolfi L; Warton DI; Nakagawa S, 2024, 'Transparent reporting items for simulation studies evaluating statistical methods: Foundations for reproducibility and reliability', Methods in Ecology and Evolution, 15, pp. 1926 - 1939, http://dx.doi.org/10.1111/2041-210X.14415

Chow BVY; Morgan C; Rae C; Warton DI; Novak I; Davies S; Lancaster A; Popovic GC; Rizzo RRN; Rizzo CY; Kyriagis M; Herbert RD; Bolsterlee B, 2024, 'Human lower leg muscles grow asynchronously', Journal of Anatomy, 244, pp. 476 - 485, http://dx.doi.org/10.1111/joa.13967

Hartig F; Abrego N; Bush A; Chase JM; Guillera-Arroita G; Leibold MA; Ovaskainen O; Pellissier L; Pichler M; Poggiato G; Pollock L; Si-Moussi S; Thuiller W; Viana DS; Warton DI; Zurell D; Yu DW, 2024, 'Novel community data in ecology-properties and prospects', Trends in Ecology and Evolution, 39, pp. 280 - 293, http://dx.doi.org/10.1016/j.tree.2023.09.017

Dovers E; Popovic GC; Warton DI, 2024, 'A fast method for fitting integrated species distribution models', Methods in Ecology and Evolution, 15, pp. 191 - 203, http://dx.doi.org/10.1111/2041-210X.14252

Dovers E; Stoklosa J; Warton DI, 2024, 'Fitting Log-Gaussian Cox Processes Using Generalized Additive Model Software', American Statistician, 78, pp. 418 - 425, http://dx.doi.org/10.1080/00031305.2024.2316725

Hui FKC; Warton DI; Foster SD; Haak CR, 2023, 'Spatiotemporal joint species distribution modelling: A basis function approach', Methods in Ecology and Evolution, 14, pp. 2150 - 2164, http://dx.doi.org/10.1111/2041-210X.14184

Maslen B; Popovic G; Lim M; Marzinelli E; Warton D, 2023, 'How many sites? Methods to assist design decisions when collecting multivariate data in ecology', Methods in Ecology and Evolution, 14, pp. 1564 - 1573, http://dx.doi.org/10.1111/2041-210X.14094

Stoklosa J; Hwang WH; Warton DI, 2023, 'A general algorithm for error-in-variables regression modelling using Monte Carlo expectation maximization', PLoS ONE, 18, http://dx.doi.org/10.1371/journal.pone.0283798

Wang H; Colin Prentice I; Wright IJ; Warton DI; Qiao S; Xu X; Zhou J; Kikuzawa K; Stenseth NC, 2023, 'Leaf economics fundamentals explained by optimality principles', Science Advances, 9, http://dx.doi.org/10.1126/sciadv.add5667

Luo M; Ji Y; Warton D; Yu DW, 2023, 'Extracting abundance information from DNA-based data', Molecular Ecology Resources, 23, pp. 174 - 189, http://dx.doi.org/10.1111/1755-0998.13703

Dovers E; Brooks W; Popovic GC; Warton DI, 2023, 'Fast, Approximate Maximum Likelihood Estimation of Log-Gaussian Cox Processes', Journal of Computational and Graphical Statistics, 32, pp. 1660 - 1670, http://dx.doi.org/10.1080/10618600.2023.2182311

Warton DI, 2023, 'Global Simulation Envelopes for Diagnostic Plots in Regression Models', American Statistician, 77, pp. 425 - 431, http://dx.doi.org/10.1080/00031305.2022.2139294

Kidziński Ł; Hui FKC; Warton DI; Hastie TJ, 2022, 'Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays', Journal of Machine Learning Research, 23

Popovic GC; Hui FKC; Warton DI, 2022, 'Fast model-based ordination with copulas', Methods in Ecology and Evolution, 13, pp. 194 - 202, http://dx.doi.org/10.1111/2041-210X.13733

Sentinella AT; Warton D; Sherwin WB; Offord CA; Moles AT, 2022, 'Corrigendum', Global Ecology and Biogeography, 31, pp. 1461 - 1464, http://dx.doi.org/10.1111/geb.13525

Niku J; Hui FKC; Taskinen S; Warton DI, 2021, 'Analyzing environmental-trait interactions in ecological communities with fourth-corner latent variable models', Environmetrics, 32, http://dx.doi.org/10.1002/env.2683

Noghrehchi F; Stoklosa J; Penev S; Warton DI, 2021, 'Selecting the model for multiple imputation of missing data: Just use an IC!', Statistics in Medicine, 40, pp. 2467 - 2497, http://dx.doi.org/10.1002/sim.8915

Renner IW; Warton DI; Hui FKC, 2021, 'What is the effective sample size of a spatial point process?', Australian and New Zealand Journal of Statistics, 63, pp. 144 - 158, http://dx.doi.org/10.1111/anzs.12337

Griffin KJ; Hedge LH; Warton DI; Astles KL; Johnston EL, 2021, 'Modeling recreational fishing intensity in a complex urbanised estuary', Journal of Environmental Management, 279, http://dx.doi.org/10.1016/j.jenvman.2020.111529

Sentinella AT; Warton DI; Sherwin WB; Offord CA; Moles AT, 2020, 'Tropical plants do not have narrower temperature tolerances, but are more at risk from warming because they are close to their upper thermal limits', Global Ecology and Biogeography, 29, pp. 1387 - 1398, http://dx.doi.org/10.1111/geb.13117

Nguyen R; Day J; Warton D; Lane O, 2020, 'fitzRoy - An R Package to Encourage Reproducible Sports Analysis', R JOURNAL, 12, pp. 155 - 162

Niku J; Hui FKC; Taskinen S; Warton DI, 2019, 'gllvm: Fast analysis of multivariate abundance data with generalized linear latent variable models in r', Methods in Ecology and Evolution, 10, pp. 2173 - 2182, http://dx.doi.org/10.1111/2041-210X.13303

Popovic GC; Warton DI; Thomson FJ; Hui FKC; Moles AT, 2019, 'Untangling direct species associations from indirect mediator species effects with graphical models', Methods in Ecology and Evolution, 10, pp. 1571 - 1583, http://dx.doi.org/10.1111/2041-210X.13247

Norberg A; Abrego N; Blanchet FG; Adler FR; Anderson BJ; Anttila J; Araújo MB; Dallas T; Dunson D; Elith J; Foster SD; Fox R; Franklin J; Godsoe W; Guisan A; O'Hara B; Hill NA; Holt RD; Hui FKC; Husby M; Kålås JA; Lehikoinen A; Luoto M; Mod HK; Newell G; Renner I; Roslin T; Soininen J; Thuiller W; Vanhatalo J; Warton D; White M; Zimmermann NE; Gravel D; Ovaskainen O, 2019, 'A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels', Ecological Monographs, 89, http://dx.doi.org/10.1002/ecm.1370

Niku J; Brooks W; Herliansyah R; Hui FKC; Taskinen S; Warton DI, 2019, 'Efficient estimation of generalized linear latent variable models', PLoS ONE, 14, http://dx.doi.org/10.1371/journal.pone.0216129

Hui FKC; Tanaka E; Warton DI, 2018, 'Order selection and sparsity in latent variable models via the ordered factor LASSO', Biometrics, 74, pp. 1311 - 1319, http://dx.doi.org/10.1111/biom.12888

Wu YQ; Arsecularatne JA; Warton DI; Hoffman M, 2018, 'Effect of contact load upon attrition-corrosion of human dental enamel', Wear, 414-415, pp. 101 - 108, http://dx.doi.org/10.1016/j.wear.2018.08.005

Dormann CF; Calabrese JM; Guillera-Arroita G; Matechou E; Bahn V; Bartoń K; Beale CM; Ciuti S; Elith J; Gerstner K; Guelat J; Keil P; Lahoz-Monfort JJ; Pollock LJ; Reineking B; Roberts DR; Schröder B; Thuiller W; Warton DI; Wintle BA; Wood SN; Wüest RO; Hartig F, 2018, 'Model averaging in ecology: a review of Bayesian, information-theoretic, and tactical approaches for predictive inference', Ecological Monographs, 88, pp. 485 - 504, http://dx.doi.org/10.1002/ecm.1309

Popovic GC; Hui FKC; Warton DI, 2018, 'A general algorithm for covariance modeling of discrete data', Journal of Multivariate Analysis, 165, pp. 86 - 100, http://dx.doi.org/10.1016/j.jmva.2017.12.002

Warton DI, 2018, 'Why you cannot transform your way out of trouble for small counts', Biometrics, 74, pp. 362 - 368, http://dx.doi.org/10.1111/biom.12728

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