Variable selection and accurate predictions in habitat modelling: a shrinkage approach

So Many Variables: Joint Modeling in Community Ecology

(2015) David I. Warton et al.   TRENDS IN ECOLOGY & EVOLUTION

On Extrapolating Past the Range of Observed Data When Making Statistical Predictions in Ecology

(2015) Paul B. Conn et al.   PLoS One

Here be dragons: a tool for quantifying novelty due to covariate range and correlation change when projecting species distribution models

(2014) Mohsen B. Mesgaran et al.   DIVERSITY AND DISTRIBUTIONS

What do we gain from simplicity versus complexity in species distribution models?

(2014) Cory Merow et al.   ECOGRAPHY

Rapid changes in growth, condition, size and age of small pelagic fish in the Mediterranean

(2014) Elisabeth Van Beveren et al.   MARINE BIOLOGY

Complexity is costly: a meta-analysis of parametric and non-parametric methods for short-term population forecasting

(2014) Eric J. Ward et al.   OIKOS

Ecological Effects of the Invasive Giant Madagascar Day Gecko on Endemic Mauritian Geckos: Applications of Binomial-Mixture and Species Distribution Models

(2014) Steeves Buckland et al.   PLoS One

Spatial Structure and Distribution of Small Pelagic Fish in the Northwestern Mediterranean Sea

(2014) Claire Saraux et al.   PLoS One

Predicting top predator habitats in the Southwest Indian Ocean

(2013) Laura Mannocci et al.   ECOGRAPHY

Should species distribution models account for spatial autocorrelation? A test of model projections across eight millennia of climate change

(2013) Sydne Record et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Studying Biodiversity: Is a New Paradigm Really Needed?

(2012)   BIOSCIENCE

Philosophy and the practice of Bayesian statistics

(2012) Andrew Gelman et al.   BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY

Collinearity: a review of methods to deal with it and a simulation study evaluating their performance

(2012) Carsten F. Dormann et al.   ECOGRAPHY

Characterizing the potential habitat of European anchovyEngraulis encrasicolusin the Mediterranean Sea, at different life stages

(2012) M. GIANNOULAKI et al.   FISHERIES OCEANOGRAPHY

Spatial regression methods capture prediction uncertainty in species distribution model projections through time

(2012) Alan K. Swanson et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Testing the predictive performance of distribution models

(2012) Volker Bahn et al.   OIKOS

Biologging, Remotely-Sensed Oceanography and the Continuous Plankton Recorder Reveal the Environmental Determinants of a Seabird Wintering Hotspot

(2012) Jérôme Fort et al.   PLoS One

Projected poleward shift of king penguins' (Aptenodytes patagonicus) foraging range at the Crozet Islands, southern Indian Ocean

(2012) C. Peron et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Habitat suitability modelling for sardine juveniles (Sardina pilchardus) in the Mediterranean Sea

(2011) MARIANNA GIANNOULAKI et al.   FISHERIES OCEANOGRAPHY

Bayesian spatial multispecies modelling to assess pelagic fish stocks from acoustic- and trawl-survey data

(2011) T. Juntunen et al.   ICES JOURNAL OF MARINE SCIENCE

Habitat suitability modelling for sardine Sardina pilchardus in a highly diverse ecosystem: the Mediterranean Sea

(2011) MP Tugores et al.   MARINE ECOLOGY PROGRESS SERIES

Bayesian Multimodel Inference for Geostatistical Regression Models

(2011) Devin S. Johnson et al.   PLoS One

Accounting for uncertainty when mapping species distributions: The need for maps of ignorance

(2011) Duccio Rocchini et al.   PROGRESS IN PHYSICAL GEOGRAPHY

To Explain or to Predict?

(2011) Galit Shmueli   STATISTICAL SCIENCE

The horseshoe estimator for sparse signals

(2010) C. M. Carvalho et al.   BIOMETRIKA

Alternative regression methods are not considered in Murtaugh (2009) or by ecologists in general

(2010) Johan P. Dahlgren   ECOLOGY LETTERS

Hierarchical spatial models for predicting pygmy rabbit distribution and relative abundance

(2010) Tammy L. Wilson et al.   JOURNAL OF APPLIED ECOLOGY

A weakly informative default prior distribution for logistic and other regression models

(2009) Andrew Gelman et al.   Annals of Applied Statistics

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

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

Comment on “Methods to account for spatial autocorrelation in the analysis of species distributional data: a review”

(2009) Matthew G. Betts et al.   ECOGRAPHY

Investigating the sensitivity of Gaussian processes to the choice of their correlation function and prior specifications

(2008) Alexandra M. Schmidt et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION