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

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

(2013) Jakub Stoklosa et al.   BIOMETRICS

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

(2013) Ian W. Renner et al.   BIOMETRICS

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

(2013) Francis K. C. Hui et al.   ECOLOGY

Restoration of trophic structure in an assemblage of omnivores, considering a revegetation chronosequence

(2013) Heloise Gibb et al.   JOURNAL OF APPLIED ECOLOGY

The role of biotic interactions in shaping distributions and realised assemblages of species: implications for species distribution modelling

(2012) Mary Susanne Wisz et al.   BIOLOGICAL REVIEWS

Improved testing of species traits–environment relationships in the fourth-corner problem

(2012) Cajo J. F. ter Braak et al.   ECOLOGY

Selecting traits that explain species-environment relationships: a generalized linear mixed model approach

(2012) Tahira Jamil et al.   JOURNAL OF VEGETATION SCIENCE

Assessing species and community functional responses to environmental gradients: which multivariate methods?

(2012) Michael Kleyer et al.   JOURNAL OF VEGETATION SCIENCE

The return of the variance: intraspecific variability in community ecology

(2012) Cyrille Violle et al.   TRENDS IN ECOLOGY & EVOLUTION

mvabund- anRpackage for model-based analysis of multivariate abundance data

(2012) Yi Wang et al.   Methods in Ecology and Evolution

The role of functional traits in species distributions revealed through a hierarchical model

(2011) Laura J. Pollock et al.   ECOGRAPHY

Modelling species distributions with penalised logistic regressions: A comparison with maximum entropy models

(2011) Aitor Gastón et al.   ECOLOGICAL MODELLING

Generalized linear mixed models for phylogenetic analyses of community structure

(2011) Anthony R. Ives et al.   ECOLOGICAL MONOGRAPHS

Can entropy maximization use functional traits to explain species abundances? A comprehensive evaluation

(2011) Cory Merow et al.   ECOLOGY

Distance-based multivariate analyses confound location and dispersion effects

(2011) David I. Warton et al.   Methods in Ecology and Evolution

Model based grouping of species across environmental gradients

(2010) Piers K. Dunstan et al.   ECOLOGICAL MODELLING

Making more out of sparse data: hierarchical modeling of species communities

(2010) Otso Ovaskainen et al.   ECOLOGY

The arcsine is asinine: the analysis of proportions in ecology

(2010) David I. Warton et al.   ECOLOGY

Do not log-transform count data

(2010) Robert B. O’Hara et al.   Methods in Ecology and Evolution

Species Distribution Models: Ecological Explanation and Prediction Across Space and Time

(2009) Jane Elith et al.   Annual Review of Ecology Evolution and Systematics

A protocol for data exploration to avoid common statistical problems

(2009) Alain F. Zuur et al.   Methods in Ecology and Evolution

TESTING THE SPECIES TRAITS–ENVIRONMENT RELATIONSHIPS: THE FOURTH-CORNER PROBLEM REVISITED

(2008) Stéphane Dray et al.   ECOLOGY

Scaling environmental change through the community-level: a trait-based response-and-effect framework for plants

(2008) KATHARINE N. SUDING et al.   GLOBAL CHANGE BIOLOGY