Select Publications
Books
2022, Eco-Stats: Data Analysis in Ecology, Springer International Publishing, http://dx.doi.org/10.1007/978-3-030-88443-7
,Book Chapters
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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
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
,2024, 'Human lower leg muscles grow asynchronously', Journal of Anatomy, 244, pp. 476 - 485, http://dx.doi.org/10.1111/joa.13967
,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
,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
,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
,2024, 'Yes, they're all individuals: Hierarchical models for repeat survey data improve estimates of tree growth and size', Methods in Ecology and Evolution, http://dx.doi.org/10.1111/2041-210X.14463
,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
,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
,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
,2023, 'Leaf economics fundamentals explained by optimality principles', Science Advances, 9, http://dx.doi.org/10.1126/sciadv.add5667
,2023, 'Extracting abundance information from DNA-based data', Molecular Ecology Resources, 23, pp. 174 - 189, http://dx.doi.org/10.1111/1755-0998.13703
,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
,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
,2022, 'Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays', Journal of Machine Learning Research, 23
,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
,2022, 'Corrigendum', Global Ecology and Biogeography, 31, pp. 1461 - 1464, http://dx.doi.org/10.1111/geb.13525
,2021, 'Analyzing environmental-trait interactions in ecological communities with fourth-corner latent variable models', Environmetrics, 32, http://dx.doi.org/10.1002/env.2683
,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
,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
,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
,2020, 'fitzRoy - An R Package to Encourage Reproducible Sports Analysis', R JOURNAL, 12, pp. 155 - 162, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000672776700010&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,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
,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
,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
,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
,2019, 'Efficient estimation of generalized linear latent variable models', PLoS ONE, 14, http://dx.doi.org/10.1371/journal.pone.0216129
,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
,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
,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
,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
,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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